From 482273cd683e09177818ee0af66798e610b1b8ba Mon Sep 17 00:00:00 2001 From: pierre26 <fabien.pierre@univ-lorraine.fr> Date: Wed, 15 Mar 2023 13:23:29 +0100 Subject: [PATCH] ajout --- LICENSE | 5 + README.md | 107 +- colorizers/__init__.py | 6 + .../__pycache__/__init__.cpython-36.pyc | Bin 0 -> 236 bytes .../__pycache__/__init__.cpython-37.pyc | Bin 0 -> 285 bytes .../__pycache__/__init__.cpython-39.pyc | Bin 0 -> 235 bytes .../__pycache__/base_color.cpython-36.pyc | Bin 0 -> 1189 bytes .../__pycache__/base_color.cpython-37.pyc | Bin 0 -> 1238 bytes .../__pycache__/base_color.cpython-39.pyc | Bin 0 -> 1200 bytes colorizers/__pycache__/eccv16.cpython-36.pyc | Bin 0 -> 5301 bytes colorizers/__pycache__/eccv16.cpython-37.pyc | Bin 0 -> 3257 bytes colorizers/__pycache__/eccv16.cpython-39.pyc | Bin 0 -> 5300 bytes .../__pycache__/siggraph17.cpython-36.pyc | Bin 0 -> 4299 bytes .../__pycache__/siggraph17.cpython-37.pyc | Bin 0 -> 4356 bytes .../__pycache__/siggraph17.cpython-39.pyc | Bin 0 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models/unet.py | 192 ++ requirements.txt | 6 + utils/__init__.py | 0 utils/__init__.pyc | Bin 0 -> 123 bytes utils/__pycache__/__init__.cpython-36.pyc | Bin 0 -> 157 bytes utils/__pycache__/__init__.cpython-39.pyc | Bin 0 -> 147 bytes utils/__pycache__/common_utils.cpython-36.pyc | Bin 0 -> 7300 bytes utils/__pycache__/common_utils.cpython-39.pyc | Bin 0 -> 7241 bytes .../denoising_utils.cpython-36.pyc | Bin 0 -> 650 bytes .../denoising_utils.cpython-39.pyc | Bin 0 -> 719 bytes .../inpainting_utils.cpython-36.pyc | Bin 0 -> 1054 bytes utils/__pycache__/sr_utils.cpython-36.pyc | Bin 0 -> 4398 bytes utils/__pycache__/sr_utils.cpython-39.pyc | Bin 0 -> 3916 bytes utils/__pycache__/zhang.cpython-36.pyc | Bin 0 -> 13244 bytes utils/__pycache__/zhang.cpython-39.pyc | Bin 0 -> 13008 bytes utils/coef_ab_divpar110 | Bin 0 -> 6276 bytes utils/common_utils.py | 236 ++ utils/denoising_utils.py | 16 + utils/feature_inversion_utils.py | 107 + utils/inpainting_utils.py | 22 + utils/matcher.py | 54 + utils/perceptual_loss/__init__.py | 0 utils/perceptual_loss/matcher.py | 81 + utils/perceptual_loss/perceptual_loss.py | 210 ++ utils/perceptual_loss/vgg_modified.py | 61 + utils/sr_utils.py | 144 ++ utils/zhang.py | 453 ++++ 84 files changed, 4584 insertions(+), 80 deletions(-) create mode 100644 LICENSE create mode 100644 colorizers/__init__.py create mode 100644 colorizers/__pycache__/__init__.cpython-36.pyc create mode 100644 colorizers/__pycache__/__init__.cpython-37.pyc create mode 100644 colorizers/__pycache__/__init__.cpython-39.pyc create mode 100644 colorizers/__pycache__/base_color.cpython-36.pyc create mode 100644 colorizers/__pycache__/base_color.cpython-37.pyc create mode 100644 colorizers/__pycache__/base_color.cpython-39.pyc create mode 100644 colorizers/__pycache__/eccv16.cpython-36.pyc create mode 100644 colorizers/__pycache__/eccv16.cpython-37.pyc create mode 100644 colorizers/__pycache__/eccv16.cpython-39.pyc create mode 100644 colorizers/__pycache__/siggraph17.cpython-36.pyc create mode 100644 colorizers/__pycache__/siggraph17.cpython-37.pyc create mode 100644 colorizers/__pycache__/siggraph17.cpython-39.pyc create mode 100644 colorizers/__pycache__/util.cpython-36.pyc create mode 100644 colorizers/__pycache__/util.cpython-37.pyc create mode 100644 colorizers/__pycache__/util.cpython-39.pyc create mode 100644 colorizers/base_color.py create mode 100644 colorizers/coef_ab_divpar110.txt create mode 100644 colorizers/eccv16.py create mode 100644 colorizers/siggraph17.py create mode 100644 colorizers/util.py create mode 100644 imgs/.DS_Store create mode 100644 imgs/009_gray.png create mode 100644 imgs/I002_input.png create mode 100644 imgs/avion.jpg create mode 100644 imgs/cible_taj.png create mode 100644 imgs/eiffel_gray.png create mode 100644 imgs/jellyfish_gray.png create mode 100644 imgs/lion_fabien.jpg create mode 100644 imgs/oiseau.jpg create mode 100644 imgs/papillon.jpg create mode 100644 imgs/paris_gray.png create mode 100644 imgs/victoire_cible.png create mode 100644 merge.ipynb create mode 100644 models/__init__.py create mode 100644 models/__pycache__/__init__.cpython-36.pyc create mode 100644 models/__pycache__/__init__.cpython-39.pyc create mode 100644 models/__pycache__/common.cpython-36.pyc create mode 100644 models/__pycache__/common.cpython-39.pyc create mode 100644 models/__pycache__/downsampler.cpython-36.pyc create mode 100644 models/__pycache__/downsampler.cpython-39.pyc create mode 100644 models/__pycache__/resnet.cpython-36.pyc create mode 100644 models/__pycache__/resnet.cpython-39.pyc create mode 100644 models/__pycache__/skip.cpython-36.pyc create mode 100644 models/__pycache__/skip.cpython-39.pyc create mode 100644 models/__pycache__/texture_nets.cpython-36.pyc create mode 100644 models/__pycache__/texture_nets.cpython-39.pyc create mode 100644 models/__pycache__/unet.cpython-36.pyc create mode 100644 models/__pycache__/unet.cpython-39.pyc create mode 100644 models/common.py create mode 100644 models/dcgan.py create mode 100644 models/downsampler.py create mode 100644 models/resnet.py create mode 100644 models/skip.py create mode 100644 models/texture_nets.py create mode 100644 models/unet.py create mode 100644 requirements.txt create mode 100644 utils/__init__.py create mode 100644 utils/__init__.pyc create mode 100644 utils/__pycache__/__init__.cpython-36.pyc create mode 100644 utils/__pycache__/__init__.cpython-39.pyc create mode 100644 utils/__pycache__/common_utils.cpython-36.pyc create mode 100644 utils/__pycache__/common_utils.cpython-39.pyc create mode 100644 utils/__pycache__/denoising_utils.cpython-36.pyc create mode 100644 utils/__pycache__/denoising_utils.cpython-39.pyc create mode 100644 utils/__pycache__/inpainting_utils.cpython-36.pyc create mode 100644 utils/__pycache__/sr_utils.cpython-36.pyc create mode 100644 utils/__pycache__/sr_utils.cpython-39.pyc create mode 100644 utils/__pycache__/zhang.cpython-36.pyc create mode 100644 utils/__pycache__/zhang.cpython-39.pyc create mode 100644 utils/coef_ab_divpar110 create mode 100644 utils/common_utils.py create mode 100644 utils/denoising_utils.py create mode 100644 utils/feature_inversion_utils.py create mode 100644 utils/inpainting_utils.py create mode 100644 utils/matcher.py create mode 100644 utils/perceptual_loss/__init__.py create mode 100644 utils/perceptual_loss/matcher.py create mode 100644 utils/perceptual_loss/perceptual_loss.py create mode 100644 utils/perceptual_loss/vgg_modified.py create mode 100644 utils/sr_utils.py create mode 100644 utils/zhang.py diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..bda782f --- /dev/null +++ b/LICENSE @@ -0,0 +1,5 @@ +Apache License 2.0 + +But please contact me if you want to use this software in a commercial application. + +Note that Apache License 2.0 asks to include a copyright notice if you use this software. diff --git a/README.md b/README.md index cea97ee..e7101bf 100644 --- a/README.md +++ b/README.md @@ -1,92 +1,39 @@ -# DIPTV +# Deep image prior regularized by coupled total variation for image colorization +In this repository we provide *Jupyter Notebooks* to reproduce the results of : -## Getting started +> **Deep image prior regularized by coupled total variation for image colorization** -To make it easy for you to get started with GitLab, here's a list of recommended next steps. +> SSVM 2023 -Already a pro? Just edit this README.md and make it your own. Want to make it easy? [Use the template at the bottom](#editing-this-readme)! +> Gaetano Agazzotti, Frédéric Sur and Fabien Pierre -## Add your files -- [ ] [Create](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#create-a-file) or [upload](https://docs.gitlab.com/ee/user/project/repository/web_editor.html#upload-a-file) files -- [ ] [Add files using the command line](https://docs.gitlab.com/ee/gitlab-basics/add-file.html#add-a-file-using-the-command-line) or push an existing Git repository with the following command: +# Install +Here is the list of libraries you need to install to execute the code: +- python = 3.7 +- jupyter +- matplotlib = 3.3.4 +- torch = 1.10.1 +- torchvision = 0.11.2 +- scikit-image = 0.17.2 +- numpy = 1.19.5 +- easydict = 1.9 + +All of them can be installed via `pip` , e.g. ``` -cd existing_repo -git remote add origin https://gitlab.univ-lorraine.fr/pierre26/diptv.git -git branch -M main -git push -uf origin main +pip install -r requirements.txt ``` -## Integrate with your tools - -- [ ] [Set up project integrations](https://gitlab.univ-lorraine.fr/pierre26/diptv/-/settings/integrations) - -## Collaborate with your team - -- [ ] [Invite team members and collaborators](https://docs.gitlab.com/ee/user/project/members/) -- [ ] [Create a new merge request](https://docs.gitlab.com/ee/user/project/merge_requests/creating_merge_requests.html) -- [ ] [Automatically close issues from merge requests](https://docs.gitlab.com/ee/user/project/issues/managing_issues.html#closing-issues-automatically) -- [ ] [Enable merge request approvals](https://docs.gitlab.com/ee/user/project/merge_requests/approvals/) -- [ ] [Automatically merge when pipeline succeeds](https://docs.gitlab.com/ee/user/project/merge_requests/merge_when_pipeline_succeeds.html) - -## Test and Deploy - -Use the built-in continuous integration in GitLab. - -- [ ] [Get started with GitLab CI/CD](https://docs.gitlab.com/ee/ci/quick_start/index.html) -- [ ] [Analyze your code for known vulnerabilities with Static Application Security Testing(SAST)](https://docs.gitlab.com/ee/user/application_security/sast/) -- [ ] [Deploy to Kubernetes, Amazon EC2, or Amazon ECS using Auto Deploy](https://docs.gitlab.com/ee/topics/autodevops/requirements.html) -- [ ] [Use pull-based deployments for improved Kubernetes management](https://docs.gitlab.com/ee/user/clusters/agent/) -- [ ] [Set up protected environments](https://docs.gitlab.com/ee/ci/environments/protected_environments.html) - -*** - -# Editing this README - -When you're ready to make this README your own, just edit this file and use the handy template below (or feel free to structure it however you want - this is just a starting point!). Thank you to [makeareadme.com](https://www.makeareadme.com/) for this template. - -## Suggestions for a good README -Every project is different, so consider which of these sections apply to yours. The sections used in the template are suggestions for most open source projects. Also keep in mind that while a README can be too long and detailed, too long is better than too short. If you think your README is too long, consider utilizing another form of documentation rather than cutting out information. - -## Name -Choose a self-explaining name for your project. - -## Description -Let people know what your project can do specifically. Provide context and add a link to any reference visitors might be unfamiliar with. A list of Features or a Background subsection can also be added here. If there are alternatives to your project, this is a good place to list differentiating factors. -## Badges -On some READMEs, you may see small images that convey metadata, such as whether or not all the tests are passing for the project. You can use Shields to add some to your README. Many services also have instructions for adding a badge. - -## Visuals -Depending on what you are making, it can be a good idea to include screenshots or even a video (you'll frequently see GIFs rather than actual videos). Tools like ttygif can help, but check out Asciinema for a more sophisticated method. - -## Installation -Within a particular ecosystem, there may be a common way of installing things, such as using Yarn, NuGet, or Homebrew. However, consider the possibility that whoever is reading your README is a novice and would like more guidance. Listing specific steps helps remove ambiguity and gets people to using your project as quickly as possible. If it only runs in a specific context like a particular programming language version or operating system or has dependencies that have to be installed manually, also add a Requirements subsection. - -## Usage -Use examples liberally, and show the expected output if you can. It's helpful to have inline the smallest example of usage that you can demonstrate, while providing links to more sophisticated examples if they are too long to reasonably include in the README. - -## Support -Tell people where they can go to for help. It can be any combination of an issue tracker, a chat room, an email address, etc. - -## Roadmap -If you have ideas for releases in the future, it is a good idea to list them in the README. - -## Contributing -State if you are open to contributions and what your requirements are for accepting them. - -For people who want to make changes to your project, it's helpful to have some documentation on how to get started. Perhaps there is a script that they should run or some environment variables that they need to set. Make these steps explicit. These instructions could also be useful to your future self. - -You can also document commands to lint the code or run tests. These steps help to ensure high code quality and reduce the likelihood that the changes inadvertently break something. Having instructions for running tests is especially helpful if it requires external setup, such as starting a Selenium server for testing in a browser. - -## Authors and acknowledgment -Show your appreciation to those who have contributed to the project. - -## License -For open source projects, say how it is licensed. - -## Project status -If you have run out of energy or time for your project, put a note at the top of the README saying that development has slowed down or stopped completely. Someone may choose to fork your project or volunteer to step in as a maintainer or owner, allowing your project to keep going. You can also make an explicit request for maintainers. +# Citation +``` +@article{UlyanovVL17, + author = {Ulyanov, Dmitry and Vedaldi, Andrea and Lempitsky, Victor}, + title = {Deep Image Prior}, + journal = {arXiv:1711.10925}, + year = {2017} +} +``` diff --git a/colorizers/__init__.py b/colorizers/__init__.py new file mode 100644 index 0000000..058dfb3 --- /dev/null +++ b/colorizers/__init__.py @@ -0,0 +1,6 @@ + +from .base_color import * +from .eccv16 import * +from .siggraph17 import * +from .util import * + diff --git a/colorizers/__pycache__/__init__.cpython-36.pyc b/colorizers/__pycache__/__init__.cpython-36.pyc new file mode 100644 index 0000000000000000000000000000000000000000..b333b3ed03ab3bbba880dcefcd8efb164078cdd9 GIT binary patch literal 236 zcmXr!<>eB{n3J5qz`*brh~a<<$Z`PUVih2f!jQt4!w>?Y8KE>2lx7CfOu-DA%r6;% zN;Mg8F>3i~vP5wuB^IZ~C+Fwn7u{k@O-?Q|G`q!BoSB|plvt2qXnu>Ov?McUB|{M# zP!pK=<))vJpPQ<mo|v9kRh3_&?+ntLS)5psnV+W*HYl?S%+bwFEG|hcf{CRT73;^x 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norm_layer=nn.BatchNorm2d): + global couleur_a + super(ECCVGenerator, self).__init__() + + model1=[nn.Conv2d(1, 64, kernel_size=3, stride=1, padding=1, bias=True),] + model1+=[nn.ReLU(True),] + model1+=[nn.Conv2d(64, 64, kernel_size=3, stride=2, padding=1, bias=True),] + model1+=[nn.ReLU(True),] + model1+=[norm_layer(64),] + + model2=[nn.Conv2d(64, 128, kernel_size=3, stride=1, padding=1, bias=True),] + model2+=[nn.ReLU(True),] + model2+=[nn.Conv2d(128, 128, kernel_size=3, stride=2, padding=1, bias=True),] + model2+=[nn.ReLU(True),] + model2+=[norm_layer(128),] + + model3=[nn.Conv2d(128, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[nn.Conv2d(256, 256, kernel_size=3, stride=2, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[norm_layer(256),] + + model4=[nn.Conv2d(256, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[norm_layer(512),] + + model5=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[norm_layer(512),] + + model6=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[norm_layer(512),] + + model7=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[norm_layer(512),] + + model8=[nn.ConvTranspose2d(512, 256, kernel_size=4, stride=2, padding=1, bias=True),] + model8+=[nn.ReLU(True),] + model8+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model8+=[nn.ReLU(True),] + model8+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model8+=[nn.ReLU(True),] + + model8+=[nn.Conv2d(256, 313, kernel_size=1, stride=1, padding=0, bias=True),] + + self.model1 = nn.Sequential(*model1) + self.model2 = nn.Sequential(*model2) + self.model3 = nn.Sequential(*model3) + self.model4 = nn.Sequential(*model4) + self.model5 = nn.Sequential(*model5) + self.model6 = nn.Sequential(*model6) + self.model7 = nn.Sequential(*model7) + self.model8 = nn.Sequential(*model8) + + self.softmax = nn.Softmax(dim=1) + self.model_out = nn.Conv2d(313, 2, kernel_size=1, padding=0, dilation=1, stride=1, bias=False) + self.upsample4 = nn.Upsample(scale_factor=4, mode='bilinear') + + self.out_ab_64_max = 0 + self.out_ab_256_max = 0 + self.out_ab_64_mean = 0 + self.input_l = 0 + self.out_ab_256 = 0 + self.out_64 = 0 + self.proba_64 = 0 + + + + def forward(self, input_l): + + #on affiche l'input en NB + NetB = postprocess_tens(input_l, torch.cat((0*input_l,0*input_l),dim=1)) + plt.imshow(NetB) + plt.title('Preprocess de input_l') + plt.axis('off') + plt.show() + #-------------------- + + conv1_2 = self.model1(self.normalize_l(input_l)) + conv2_2 = self.model2(conv1_2) + conv3_3 = self.model3(conv2_2) + conv4_3 = self.model4(conv3_3) + conv5_3 = self.model5(conv4_3) + conv6_3 = self.model6(conv5_3) + conv7_3 = self.model7(conv6_3) + conv8_3 = self.model8(conv7_3) + + + + + transform = T.Resize(64) + + + + out_reg = self.model_out(self.softmax(conv8_3)) + + + self.proba_64 = self.softmax(conv8_3) + self.out_ab_64_mean = 110*out_reg + self.input_l = input_l + self.out_ab_256 = F.interpolate(110*out_reg, size=(256,256), mode='bilinear') + + return self.unnormalize_ab(self.upsample4(out_reg)) + + + + +from pickle import * + + + + +def eccv16(pretrained=True): + model = ECCVGenerator() + #print('le réseau est : \n', model) + if(pretrained): + import torch.utils.model_zoo as model_zoo + model.load_state_dict(model_zoo.load_url('https://colorizers.s3.us-east-2.amazonaws.com/colorization_release_v2-9b330a0b.pth',map_location='cpu',check_hash=True)) + + #---------je veux afficher les paramètres dur réseau, les poids de la conv2d qui envoient sur l'espace (a,b) + for name, param in model.named_parameters(): + #print(name) + if name == 'model_out.weight': + print('Longueur : ', param.shape) + couleur_a = [float(param[0,i,0,0]) for i in range(313)] + couleur_b = [float(param[1,i,0,0]) for i in range(313)] + couleur = [(couleur_a[i],couleur_b[i]) for i in range(len(couleur_a))] + + + + f = open('coef_ab_divpar110','wb') + dump(couleur,f) + f.close() + plt_1 = plt.figure(figsize=(10, 10)) + plt.scatter(couleur_b,couleur_a) + plt.title(' Cartographie de l\'échantillonage des 313 couleurs dans ab') + plt.xlabel('b') + plt.ylabel('a') + + for i in range(313): + plt.annotate(str(i), (couleur_b[i], couleur_a[i])) + plt.show() + #---------------------------------------------- + + return model + + + + + +def from_ind_to_col(ind): + """ + Renvoie les coef des chrominances a,b à partir de l'indice numérique de la couleur (planche) + """ + f = open('coef_ab_divpar110.txt','r') + for line in f: + L = line + L.replace(' ','') + L = eval(L) + L = list(L) + a = L[ind][0] + b = L[ind][1] + return a,b + + diff --git a/colorizers/siggraph17.py b/colorizers/siggraph17.py new file mode 100644 index 0000000..775a23f --- /dev/null +++ b/colorizers/siggraph17.py @@ -0,0 +1,168 @@ +import torch +import torch.nn as nn + +from .base_color import * + +class SIGGRAPHGenerator(BaseColor): + def __init__(self, norm_layer=nn.BatchNorm2d, classes=529): + super(SIGGRAPHGenerator, self).__init__() + + # Conv1 + model1=[nn.Conv2d(4, 64, kernel_size=3, stride=1, padding=1, bias=True),] + model1+=[nn.ReLU(True),] + model1+=[nn.Conv2d(64, 64, kernel_size=3, stride=1, padding=1, bias=True),] + model1+=[nn.ReLU(True),] + model1+=[norm_layer(64),] + # add a subsampling operation + + # Conv2 + model2=[nn.Conv2d(64, 128, kernel_size=3, stride=1, padding=1, bias=True),] + model2+=[nn.ReLU(True),] + model2+=[nn.Conv2d(128, 128, kernel_size=3, stride=1, padding=1, bias=True),] + model2+=[nn.ReLU(True),] + model2+=[norm_layer(128),] + # add a subsampling layer operation + + # Conv3 + model3=[nn.Conv2d(128, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model3+=[nn.ReLU(True),] + model3+=[norm_layer(256),] + # add a subsampling layer operation + + # Conv4 + model4=[nn.Conv2d(256, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model4+=[nn.ReLU(True),] + model4+=[norm_layer(512),] + + # Conv5 + model5=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model5+=[nn.ReLU(True),] + model5+=[norm_layer(512),] + + # Conv6 + model6=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[nn.Conv2d(512, 512, kernel_size=3, dilation=2, stride=1, padding=2, bias=True),] + model6+=[nn.ReLU(True),] + model6+=[norm_layer(512),] + + # Conv7 + model7=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[nn.Conv2d(512, 512, kernel_size=3, stride=1, padding=1, bias=True),] + model7+=[nn.ReLU(True),] + model7+=[norm_layer(512),] + + # Conv7 + model8up=[nn.ConvTranspose2d(512, 256, kernel_size=4, stride=2, padding=1, bias=True)] + model3short8=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + + model8=[nn.ReLU(True),] + model8+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model8+=[nn.ReLU(True),] + model8+=[nn.Conv2d(256, 256, kernel_size=3, stride=1, padding=1, bias=True),] + model8+=[nn.ReLU(True),] + model8+=[norm_layer(256),] + + # Conv9 + model9up=[nn.ConvTranspose2d(256, 128, kernel_size=4, stride=2, padding=1, bias=True),] + model2short9=[nn.Conv2d(128, 128, kernel_size=3, stride=1, padding=1, bias=True),] + # add the two feature maps above + + model9=[nn.ReLU(True),] + model9+=[nn.Conv2d(128, 128, kernel_size=3, stride=1, padding=1, bias=True),] + model9+=[nn.ReLU(True),] + model9+=[norm_layer(128),] + + # Conv10 + model10up=[nn.ConvTranspose2d(128, 128, kernel_size=4, stride=2, padding=1, bias=True),] + model1short10=[nn.Conv2d(64, 128, kernel_size=3, stride=1, padding=1, bias=True),] + # add the two feature maps above + + model10=[nn.ReLU(True),] + model10+=[nn.Conv2d(128, 128, kernel_size=3, dilation=1, stride=1, padding=1, bias=True),] + model10+=[nn.LeakyReLU(negative_slope=.2),] + + # classification output + model_class=[nn.Conv2d(256, classes, kernel_size=1, padding=0, dilation=1, stride=1, bias=True),] + + # regression output + model_out=[nn.Conv2d(128, 2, kernel_size=1, padding=0, dilation=1, stride=1, bias=True),] + model_out+=[nn.Tanh()] + + self.model1 = nn.Sequential(*model1) + self.model2 = nn.Sequential(*model2) + self.model3 = nn.Sequential(*model3) + self.model4 = nn.Sequential(*model4) + self.model5 = nn.Sequential(*model5) + self.model6 = nn.Sequential(*model6) + self.model7 = nn.Sequential(*model7) + self.model8up = nn.Sequential(*model8up) + self.model8 = nn.Sequential(*model8) + self.model9up = nn.Sequential(*model9up) + self.model9 = nn.Sequential(*model9) + self.model10up = nn.Sequential(*model10up) + self.model10 = nn.Sequential(*model10) + self.model3short8 = nn.Sequential(*model3short8) + self.model2short9 = nn.Sequential(*model2short9) + self.model1short10 = nn.Sequential(*model1short10) + + self.model_class = nn.Sequential(*model_class) + self.model_out = nn.Sequential(*model_out) + + self.upsample4 = nn.Sequential(*[nn.Upsample(scale_factor=4, mode='bilinear'),]) + self.softmax = nn.Sequential(*[nn.Softmax(dim=1),]) + + def forward(self, input_A, input_B=None, mask_B=None): + if(input_B is None): + input_B = torch.cat((input_A*0, input_A*0), dim=1) + if(mask_B is None): + mask_B = input_A*0 + + conv1_2 = self.model1(torch.cat((self.normalize_l(input_A),self.normalize_ab(input_B),mask_B),dim=1)) + conv2_2 = self.model2(conv1_2[:,:,::2,::2]) + conv3_3 = self.model3(conv2_2[:,:,::2,::2]) + conv4_3 = self.model4(conv3_3[:,:,::2,::2]) + conv5_3 = self.model5(conv4_3) + conv6_3 = self.model6(conv5_3) + conv7_3 = self.model7(conv6_3) + + conv8_up = self.model8up(conv7_3) + self.model3short8(conv3_3) + conv8_3 = self.model8(conv8_up) + conv9_up = self.model9up(conv8_3) + self.model2short9(conv2_2) + conv9_3 = self.model9(conv9_up) + conv10_up = self.model10up(conv9_3) + self.model1short10(conv1_2) + conv10_2 = self.model10(conv10_up) + out_reg = self.model_out(conv10_2) + + conv9_up = self.model9up(conv8_3) + self.model2short9(conv2_2) + conv9_3 = self.model9(conv9_up) + conv10_up = self.model10up(conv9_3) + self.model1short10(conv1_2) + conv10_2 = self.model10(conv10_up) + out_reg = self.model_out(conv10_2) + + return self.unnormalize_ab(out_reg) + +def siggraph17(pretrained=True): + model = SIGGRAPHGenerator() + if(pretrained): + import torch.utils.model_zoo as model_zoo + model.load_state_dict(model_zoo.load_url('https://colorizers.s3.us-east-2.amazonaws.com/siggraph17-df00044c.pth',map_location='cpu',check_hash=True)) + return model + diff --git a/colorizers/util.py b/colorizers/util.py new file mode 100644 index 0000000..18c213f --- /dev/null +++ b/colorizers/util.py @@ -0,0 +1,49 @@ + +from PIL import Image +import numpy as np +from skimage import color +import torch +import torch.nn.functional as F +from IPython import embed + +def load_img(img_path): + out_np = np.asarray(Image.open(img_path)) + if(out_np.ndim==2): + out_np = np.tile(out_np[:,:,None],3) + return out_np + +def resize_img(img, HW=(256,256), resample=3): + return np.asarray(Image.fromarray(img).resize((HW[1],HW[0]), resample=resample)) + +def preprocess_img(img_rgb_orig, HW=(256,256), resample=3): + # return original size L and resized L as torch Tensors + img_rgb_rs = resize_img(img_rgb_orig, HW=HW, resample=resample) + + img_lab_orig = color.rgb2lab(img_rgb_orig) + img_lab_rs = color.rgb2lab(img_rgb_rs) + + img_l_orig = img_lab_orig[:,:,0] + img_l_rs = img_lab_rs[:,:,0] + + tens_orig_l = torch.Tensor(img_l_orig)[None,None,:,:] + tens_rs_l = torch.Tensor(img_l_rs)[None,None,:,:] + + print('Preprocessing, tenseur resized de luminance', tens_rs_l.shape) + + return (tens_orig_l, tens_rs_l) + +def postprocess_tens(tens_orig_l, out_ab, mode='bilinear'): + # tens_orig_l 1 x 1 x H_orig x W_orig + # out_ab 1 x 2 x H x W + + HW_orig = tens_orig_l.shape[2:] 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z!^?xIL{^lF80V6$&OwQj)ObGJdQ+OD`zp1hiy~7Q=VCF%Vl0hBjer07yx_-=y8Xkg z8QZFYm9$yo^mo*8X`zzi`@fx;s_WO4OG~$wpI?2JAM@@x$1#t%+&Is5+b*u`DKu^p z1&rC$!W-ovXS9rFo?Tu&v~q6^&+4qBdgx~-BO3fsKYsk&tv4|#U2fW~zxVfxDZE!8 zq<kI+<GFS}eYmU}#cGVL#o6sCKt)4h%yB>V<U*P<`)Z<?)(~BX{`zhI=YnKN*{n*T zz`R%|%vMyq!l49*{oN(^MRrxnEOv9XoIO*MIJH>9s?g*M0()hM3pQF+x{AR6KX%G6 UuXN}j>i_@%07*qoM6N<$f;FKH$p8QV literal 0 HcmV?d00001 diff --git a/merge.ipynb b/merge.ipynb new file mode 100644 index 0000000..29964c7 --- /dev/null +++ b/merge.ipynb @@ -0,0 +1,1890 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "cefd239a", + "metadata": {}, + "source": [ + "# Deep image prior regularized by coupled total variation for image colorization\n", + "This notebook reproduces the results available in Deep image prior regularized by coupled total variation for image colorization, Gaetano Agazzotti, Frédéric Sur and Fabien Pierre, Scale Space and Variational Methods in Computer Vision 2023. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6fc2e0ad", + "metadata": {}, + "outputs": [], + "source": [ + "input_image = 'imgs/jellyfish_gray.png'\n", + "output_path = 'jellyDIP.png'\n", + "GPU = True # Define the use of a GPU or not" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "1add68c4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No traceback available to show.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Longueur : torch.Size([2, 313, 1, 1])\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.225354842012166\n", + "Preprocessing, tenseur resized de luminance torch.Size([1, 1, 256, 256])\n" + ] + } + ], + "source": [ + "%tb\n", + "import argparse\n", + "import matplotlib.pyplot as plt\n", + "import easydict\n", + "from colorizers import *\n", + "import torch.nn.functional as F\n", + "\n", + "\n", + "from skimage.transform import resize\n", + "import matplotlib.image as mim\n", + "\n", + "parser = argparse.ArgumentParser()\n", + "\n", + "\n", + "\n", + "parser.add_argument('-i','--img_path', type=str, default=input_image)\n", + "if(GPU):\n", + " parser.add_argument('--use_gpu', action='store_true', help='whether to use GPU')\n", + "parser.add_argument('-o','--save_prefix', type=str, default='saved', help='will save into this file with {eccv16.png, siggraph17.png} suffixes')\n", + "\n", + "opt, unknown = parser.parse_known_args()\n", + "\n", + "import time\n", + "tps1 = time.perf_counter()\n", + "\n", + "\n", + "# load colorizers\n", + "ECCV = eccv16(pretrained=True)\n", + "colorizer_eccv16 = ECCV.eval()\n", + "colorizer_siggraph17 = siggraph17(pretrained=True).eval()\n", + "if(opt.use_gpu):\n", + " colorizer_eccv16.cuda()\n", + " colorizer_siggraph17.cuda()\n", + " \n", + "\n", + "tps2 = time.perf_counter()\n", + "print(tps2 - tps1)\n", + "\n", + "# default size to process images is 256x256\n", + "# grab L channel in both original (\"orig\") and resized (\"rs\") resolutions\n", + "\n", + "img = load_img(opt.img_path)\n", + "(tens_l_orig, tens_l_rs) = preprocess_img(img, HW=(256,256))\n", + "if(opt.use_gpu):\n", + " tens_l_rs = tens_l_rs.cuda()\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "398ff8fa", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "IPython.notebook.set_autosave_interval(1000)" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Autosaving every 1 seconds\n" + ] + } + ], + "source": [ + "%autosave 1" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "f0e6f2dc", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/fpierre/anaconda3/lib/python3.9/site-packages/torch/nn/functional.py:3631: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 4 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 864x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "# colorizer outputs 256x256 ab map\n", + "# resize and concatenate to original L channel\n", + "img_bw = postprocess_tens(tens_l_orig, torch.cat((0*tens_l_orig,0*tens_l_orig),dim=1))\n", + "\n", + "\n", + "out_img_eccv16 = postprocess_tens(tens_l_orig, colorizer_eccv16(tens_l_rs).cpu())\n", + "\n", + "out_img_siggraph17 = postprocess_tens(tens_l_orig, colorizer_siggraph17(tens_l_rs).cpu())\n", + "\n", + "\n", + "plt.figure(figsize=(12,8))\n", + "plt.subplot(2,2,1)\n", + "plt.imshow(img)\n", + "plt.title('Original')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(2,2,2)\n", + "plt.imshow(img_bw)\n", + "plt.title('Input')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(2,2,3)\n", + "plt.imshow(out_img_eccv16)\n", + "plt.title('Output (ECCV 16)')\n", + "plt.axis('off')\n", + "\n", + "plt.subplot(2,2,4)\n", + "plt.imshow(out_img_siggraph17)\n", + "plt.title('Output (SIGGRAPH 17)')\n", + "plt.axis('off')\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(12,8))\n", + "plt.imshow(out_img_eccv16)\n", + "plt.axis('off')\n", + "plt.show()\n", + "\n", + "#mim.imsave('jellyfish_eccv16.png', out_img_eccv16 )\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "35bbc7d7", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "import matplotlib.image as mim\n", + "import torchvision.transforms as transfo\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ec815c52", + "metadata": {}, + "outputs": [], + "source": [ + "def saturation(rgb):\n", + " from skimage.color import rgb2hsv\n", + " hsv = rgb2hsv(rgb)[:,:,0]\n", + " return hsv.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "28632d51", + "metadata": {}, + "outputs": [], + "source": [ + "transform = T.Resize(64)\n", + "input_l_64_norm = transform(ECCV.input_l)/100\n", + "img_orig_64_lab = torch.cat((input_l_64_norm,ECCV.out_ab_64_mean), dim = 1) " + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a1369bc6", + "metadata": {}, + "outputs": [], + "source": [ + "from pickle import *\n", + "f = open (\"Variables/variables\",\"wb\")\n", + "dump(ECCV.out_ab_256, f)\n", + "dump(tens_l_rs, f) \n", + "dump(tens_l_orig, f) \n", + "dump(img_orig_64_lab,f)\n", + "dump(ECCV.proba_64,f)\n", + "f.close()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b95801e2", + "metadata": {}, + "outputs": [], + "source": [ + "f = open('utils/coef_ab_divpar110', 'rb')\n", + "coef = load(f)\n", + "f.close()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "779c1571", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "torch.Size([313, 64, 64])\n", + "torch.Size([64, 64, 313])\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_9493/3118198416.py:62: DeprecationWarning: `interp2d` is deprecated!\n", + "`interp2d` is deprecated in SciPy 1.10 and will be removed in SciPy 1.12.0.\n", + "\n", + "For legacy code, nearly bug-for-bug compatible replacements are\n", + "`RectBivariateSpline` on regular grids, and `bisplrep`/`bisplev` for\n", + "scattered 2D data.\n", + "\n", + "In new code, for regular grids use `RegularGridInterpolator` instead.\n", + "For scattered data, prefer `LinearNDInterpolator` or\n", + "`CloughTocher2DInterpolator`.\n", + "\n", + "For more details see\n", + "`https://gist.github.com/ev-br/8544371b40f414b7eaf3fe6217209bff`\n", + "\n", + " f = interp2d(X, Y, Z, kind='linear')\n", + "/home/fpierre/anaconda3/lib/python3.9/site-packages/scipy/interpolate/_fitpack_impl.py:975: RuntimeWarning: No more knots can be added because the number of B-spline\n", + "coefficients already exceeds the number of data points m.\n", + "Probable causes: either s or m too small. (fp>s)\n", + "\tkx,ky=1,1 nx,ny=20,20 m=313 fp=0.000000 s=0.000000\n", + " warnings.warn(RuntimeWarning(_iermess2[ierm][0] + _mess))\n", + "/tmp/ipykernel_9493/3118198416.py:63: DeprecationWarning: `interp2d` is deprecated!\n", + " `interp2d` is deprecated in SciPy 1.10 and will be removed in SciPy 1.12.0.\n", + "\n", + " For legacy code, nearly bug-for-bug compatible replacements are\n", + " `RectBivariateSpline` on regular grids, and `bisplrep`/`bisplev` for\n", + " scattered 2D data.\n", + "\n", + " In new code, for regular grids use `RegularGridInterpolator` instead.\n", + " For scattered data, prefer `LinearNDInterpolator` or\n", + " `CloughTocher2DInterpolator`.\n", + "\n", + " For more details see\n", + " `https://gist.github.com/ev-br/8544371b40f414b7eaf3fe6217209bff`\n", + "\n", + " Z2 = f(x2, y2)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "<matplotlib.colorbar.Colorbar at 0x7f83e4ab9610>" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 720x720 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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vi1ZWxqE7JlqZroc5Pm5Zy5N8f7npRiWPmz6+eTRte3Atr757+kw+3XSSr8vaRr4uzpPreVz44nre/7554bq07fylYdp27PBa2vby4ZNpW2111mNz+fLOb+br2TVXs/Vpfp505lyUve4K6WL1bl3cNrjYr1M7HfYGIyMAADRUJE2J9gIAALTDyAgAAE3FzD8zMttbDwAAmmNkBACAhrYK5fHMCAAAQDN2ZGQvnu51gbAN85mZqxI8Nus5MFGy2tivi+G6u7uRufPtmdio2y/OyETXamO/brpLJa9w2jMVR9emddOtmjiqXZ6J/brtW7c1QHNuuixu62K47rXRLqLr2jYqY47fffjhtO33N78zn/BSvi5r/bwC7R+dviVt6/XyY74+ype3+WQe+z3+pfw4nH1d3m9/S69L204urKRtbzj5tbRtbZIv7/rectp2dryQti3O5bF6F311MVxXQdhN50YGNkxF8P40X16/m7cNO3UVwfdKbeT7hWK2tx4AADTHMyMAADRUFDwz0noFAADAbGNkBACAxqYzPjbAzQgAALiiiPgFSX9Z0oakByW9vZRyYZff+5akZUkTSZullDuvNO/ZvhUDAKCxUqRJiX35eo4+LunVpZTXSvq6pPea331DKeX1V3MjIl1hZKS2SqnjopNdE8N1UVuVupK3vcqqvW46x227ixnPm1izi++66rvuYam+icWum+Udjjwm6GK/A1NFd9VE+gYdU33XrOfARPrcfrHVjCvj19l55Nbf9aOO6ytTE/s1bQNTjXlgzoXOXL4uk4U8cjnZrKzCup5fzuLJvP8Nn8qP3dLpvI/NjfL1HD1wIm372l151PY1Rx9L227rn03b1qb5eXL9fB77PTNeTNsWu/n5vG7i8e6VELWx3/nIp3NcdeFZf/16jVLKx3Z8+xlJ//m1mjdHAwCA2XEiIu7d8fWTlfN5h6TfS9qKpI9FxOeudv48MwIAQGP7GO094z46iYhPSLpxl6a7Sykf3v6duyVtSvr1ZDbfX0o5HRHXS/p4RHy1lPLv3UpxMwIAACRJpZQ3uvaI+AlJf0nSny9l92ckSimnt//7ZET8lqS7JHEzAgDAQbX10rOD/9RERLxF0nsk/UApZS35nQVJnVLK8vb/v0nS+64074O/9QAA4CD4ZUlL2vro5QsR8auSFBE3RcQ9279zg6Q/iIgvSvpDSb9bSvm3V5oxIyMAADRWm1DdT6WUlyU/f0zSW7f//yHJVIpMVN+MuCqz1bFYE9HNg4dbb1WpmS4P7fnpRiaG67ZvvXK6tWkeIXTxaxf7HZj47rhywGzDTNc1vcJVk3XVd1381U1XvV/MMKq7kLj13KioBOz6u9vPLkK9ES5KnG/3Z1deki9vkC9vbWz25WZd/5s3y5szlXkHZ/Jz6NDnvpW2Dft5nLYs5Mt78vLJtO0Pb7g9bfvOWx5P21bKIG1zjsxdTttqo6/umlRbtddN56rvuqj7YneUtmH/MTICAEBDRfuapjmQeGYEAAA0xcgIAABNPT/SNHtptrceAAA0x8gIAACNuZo+s4CREQAA0JQdGRmYWJSroltXc9PHW7uRNw5sJWAz0z2o9uu2vV9ZJXhoY6r5/eTQVLp08d3a2G/PbMWyWc9eJ68O6mK/Cyaq6riqxO6vE1sFuXK6Xtl9XVxUeMEdV7OfV5VXrp03+2R5ksdUXWXXN9/+lbTtsqky+5ULN6Rtty6eT9s+/c2Xpm2Rb4I2h/m+Ljfl1XcnX8y3rzMcpm0Ljx9P2x5+7Lq07b7jt6Rtx+Z2fRmmJOmW+XNp26mNfF1cxVvHRdld1d7Nad53p+Fi9XV/Ux+kZzRKkSakaQAAANrhmREAABo7SCM1Lcz21gMAgOa4GQEAAE3xMQ0AAA0VBa+Db70CAABgttmRERdhnTeR2YmJzLqorZuuZ6KOExPttXdbLvZrjKamYrGZ5dgkid16rpmonKuQ6WK4XTdd5YNUbjpXPdNFAV2lWRd/dfFkF8N1+7P2pUTuL55s213VYbeOLkZcq7Y68rSTb/c3V/MI60Ivr8L69fPXp21HlvJ468pcnu29eEe+DUunDqdtwy+mTdI0Pw4LD13Mp7t0NG16ZPVY3qa8bel4Xp3WxXfXJnn82nH9fXUzj5e786s29jo21X5Pzi9XzXOv8NIzAACAhnhmBACAhor8iNIsYGQEAAA0xcgIAACN8dIzAACAhhgZAQCgpcJ7Rq5QtTffOdc+QHiFCrtGz0zXtXEpF+N0y7vyOu2mumqvXBVdt+35dC4qN2/ifiNXkdPEPDfMEOTAVqE1sd9OXdVeF411XGzW7c9O5MsbJtFld2Fyx8fFnV2M8+x4MW17cJTHaV0V1gubeeXa5fEgn2c3n+f1Cytp25cfvilti4X8GMQk32dPfVfeb297/HX5PB94LG2bDvPIbO9CvrxTy0fTNtfHvjXMY9SH5/LY77qJxbrj7qro9s05uz7NK3S7fu3Wc2rKy69O85gx9h8jIwAANFTEe0Z4ZgQAADTFyAgAAI3N+jMjjIwAAICmGBkBAKAh3sDKyAgAAGjMjoy4WGweuJRMsU47T1d9txf5fdOkmAqnLi5sE5518U+3X/K19HeFbjpXfdfFad2T2y6+6yJ2bjr3dsG1kkf6XLXfTsnb5ivD5y4iOTVVpd1+cbJKx+64LpsIpFv/0+O8squL77ro5GJ3PW1bMG1LvTxSOt/Ne/z9T96Yr8vhy2nbi2/Po7bfOp/vl9XJkbTt3Kvz6PLi0RenbWUu7yubJoK8OcnPoWL+qn5o5UTa9qJDl9K2hbn8+LnIvfsLf2WSx2k3p2ae5vxykXtXefjY3Grahv3HxzQAADTGxzQAAAANMTICAEBDRbwOnpERAADQFCMjAAA0xuvgAQAAGrIjIy4W62KOtXyF3ZyL/dp4so39mtiomWxi9su8WZ6bzu2WNfM5Y9fEPNdNjM5F5bIo6pVcmuZVWp2pif3Od0xVYrPtbvv2m4vwZmy82sRwXX+4uX8+bVuZ5MduYvqDi/3eeGg5bfvGpZNp2+XLeVTz8GIe7b3j8ONp21cfuyFti5P5Npx7dR5TXX1R3m9d9+uM82N04fxC2tbt5TNdOZTHqDcH+fG7PMm3od/Lq/a6eHm/5NM5tbFfF0Fem+Z9ad8V0jSMjAAAgKZ4ZgQAgIZ4HTwjIwAAoDFGRgAAaIyREQAAgIYYGQEAoCHewPpcqvaamGrHxBXdPMcmTlurYwZ/pqayq4s1T6Z167lh4rtujibtZ6O2rm3D7BcXD62tTjt1yzPxXcdN56r9Tkzcz0Vtp6ZtVPJ91os8grxado8Xdk2PGJtlOS7meHLOVG/t5PHWJ8Z5VdtuZYT61Lmjadt0I9+GldU8gvx7D9+Rth09vJa2/cCLHkjbPv3kS9K2J84dTtsml0yk1CW91028tZtPeHY1ry58tJ/HoW8wFX3dP5wu2nvZVNF1rxtwVb9rXxa2bqpfY/8xMgIAQGNlxkdGeGYEAAA0xc0IAABoio9pAABojEJ5AAAADTEyAgBAQ4VCef5mZOJijiam6qYbm+XtRex3bGKVbhvGZhvyOfqIrjOpLILsorauOu2Gicq5WOyGidO6OKqN4ZrpXCTYraeLArqordufLhq7obxtZCKE2fLGZn4u2vvk5lLatjrNq8w6g8jP2sVuXhH2G5fzariuMq8z18+rvvbm87bRyFSgncv7g4uiTqYmbrqZt/WP53HaDbOeZZT3CRcJ7nXz7XPnkNPv5PvanScLc3lMfHN8KG+b1v1DPTH/wK+ZY4v9x8gIAACNEe0FAABoiJERAACa4nXwjIwAAICmGBkBAKAxnhkBAABoyI6MuOhrLV+dNm91VYJdNdyBjWrWxXddFV23fe7Oz03n4qauyuzIROxc9NUvr66abC9cFDCfzsV+3brYqr1m+2orCLs4o5vnUmf3aOy86YEPbh4165Hvy5t759M2d3ye2swr0N6/enPa9vkzedvKKI8Z93r5urhL1uZmfgx6vXx/rq3nx+f3H3lZ2jZvIsG33XgubbtxIa+G+/WzeeTZVSWWqZQ7183PhWPzecz41kHeX1xldvcm0dXNvMqzi+G6eV6euNcG5Ou5bqqT77ci3jPCyAgAAGjq4NwaAgAwi8rWW1hnGSMjAACgKUZGAABojKq9AAAADXEzAgAAmqqu2utisa4yr7v7cZFZF2H1FW/rngpy61Kra0bhpq7qpovvmqG9oYlrruWL09DEYl1ceGCWNzFVN11V2ImJILs+4bgYrmtzy1uIjap1yaZbLXlF0aPd1XyGprCr289u2762uZi2PbJ6LF+gcWg+XxdXZfbCxF1B8ralQ3m12PPLw7TNPVR4bCGPxR7u59WMF7p5Xxma/eIiuh0T7T1+KD/b3XSuIrPrSxcn+f482svXxUVtu2Y9XSTYWTfVtPdbES89Y2QEAAA0xQOsAAA0RaE8RkYAAEBTjIwAANAYLz0DAAC4goh4f0R8KSK+EBEfi4ibkt/78Yj4xvbXj1/NvLkZAQCgsVJiX76eo18opby2lPJ6Sb8j6Wee+QsRcVzSz0r6s5LukvSzEXHF2J39mGZkxo1qq9Oum6GojcoY59hMNzDVT131VsdFyVwErXYczu1rt1/cG/1q9+e8WZsNc+SPdvIY5IXpobRtoZNHMp0FEzMeVUaC3T5zUdzVaV6hNpun65vXdfJor6sQ7ObpoppDcwyGc3lMdTyf54xXxvn+mkzzfjTs5+u5Osrn6R4O7Jt5uvN5dT1f3olD+TFy56WL4c5Ffi1zVbgXe/nxW5jL21yfGHTytnHJ+8STG0tpmztG65P8n6qNad7P5juu/jqerVLKzpLTC9r93RlvlvTxUso5SYqIj0t6i6TfcPPmmREAABoqZV/fM3IiIu7d8f0HSykfvNqJI+IfSfoxSRclvWGXX7lZ0qM7vj+1/TOLmxEAAGbHmVLKnVljRHxC0o27NN1dSvlwKeVuSXdHxHslvVtbH8k8Z9yMAADQ2EF5z0gp5Y1X+au/Luke/embkdOSfnDH97dI+tSVZsYDrAAA4Ioi4uU7vn2bpK/u8msflfSmiDi2/eDqm7Z/ZjEyAgBAY8+T94x8ICJeoa1cxcOS3iVJEXGnpHeVUt5ZSjkXEe+X9Nntad739MOsDjcjAADgikopP5L8/F5J79zx/YckfejZzNvejLgYrqve6nRcpNR8auSq6LooqlMb7bVxWhv7rYsZ11anHVQuzx6jyvh1bVst1z9dDNdV7XUVhF2kdmr6dXYc3LJct3XH1VUWPjtdSNu+cfmGfJ4m2rtpIroujjky51CYqO3AVLx1XHz3yKG8cu2wV1ep+eLGIG3bmJjrqmk6Op9Hgvsm3ro8ztdlrZ9H0o/PraRt50yV57lO/moAd21xcWhXeXjTzNNVCW6Bqr0AAAANcTMCAACaOljjVAAAzJiia/Kq9uc1RkYAAEBTjIwAANDY8yPZu3cYGQEAAE3ZkZHlaR5XHJV80p6JlLro5IbLrhkjs56uuqTTNdVpXRTVbXttlNhxUWIXlXNxOLd9vlpn3b1tJ+r2tdufE9M/XX9x3LYPlLfNm8rRWZ+vj3Pn63G8m8dUH9k8nratm/31HcOn0ravTncrb7FldZzvk34/r7jsIs8rG3lku981FW/n8uUtzudVbQ/38v3prGyayGzfRHS7+Xoe6eVVsW01XBNvPb1+NG27oXcxbXPn5eVJ3pc2zLqMNl103lSj7ubnw0F5/bokaX8L5R1IjIwAAICmeGYEAIDWZvyhEUZGAABAU4yMAADQGM+MAAAANMTICAAAjZUZf2bE3oycnQ7TNhex6+5BVHNsoppuuvmSR/pqI6W109XGNXtmea7Ssau+6+JwbnkTM5Tolrdmjp+LUbtquO44TCv7p4vGTsy+rt2GjYrq17UR8QvT/Fx4avNw2rYwl8db3TF3lXn7Jk4738nb1jbz+O7ifF5F95iJzN50KI+puvjn8mZe8XZstn1oKh3PmQq7C918usVufoxcnLZnIs+L5rjb1ymEiUqb9Vzt5pHnOXuu150P7vUG2H+MjAAA0FARz4zwzAgAAGiKkREAAFoqkhgZAQAAaIebEQAA0BQf0wAA0BjRXuPsZLFqpvOmcq2LhLnopIuUOmNTqbRnImhLHVOR08UxTTTUJXttfNdV362M7w7NMVoz21e7ngPXJ2wFaFPB1fQXN51cRV8Tw3XR7GnlIGN2rrjYsqt87SL3FyZ5VP/iZt52pJtXhHXr4uKYJ/srZp75NrhY7KJpc3Hh63vLadvaNI8SOxfGh9K2Wwd5lPjIXL6v1yb5urj4bt9s+9DEhfumSvXyNI81n5zL9+eZzfzfFBdrXjaVjl20d97MEwcLIyMAALQ24yMjPDMCAACaYmQEAICmgpeetV4BAAAw2xgZAQCgNZ4ZAQAAaMeOjDw2Ppa2ueqmw05emdFxlXkdF+N061nbthfVd2u5qr0+ilpnZKKcbnkurukiui466riIrmtzEd3aKLirIJyti4uyu/PkSVN99/zmQtrmKhm7mLGrorvUq9sn02ne5ioIH+q4mGp+7M6O8/3i+p+rQNszUXY33ePrR9K2QyaGe3P/QtpWew656rtunq6C9bG51bTt4mYeh77cNddjU33XnUduun1XKJTHyAgAAGiKZ0YAAGjtAA3UtMDICAAAaIqREQAAmuOZEQAAgGYYGQEAoLUZf2bE3oysTPLKjOOOqRxqBlxcFUwX93PxQhdBG5jKkxuRb4NbnrMQefzOxVv7JgrouGq4EzPs1zMjghMTzRtWxoXdttdWoXVxVFc52nHRXhsXNtWo3Tw3km13yzpnKp+66Vzc1PUVd1668+u6Xh7jdHHawyYSvFAZpz1m1mU8zS+D7nq1ZCqCu+nevHRf2ja0lXLzed43ujVt65gIq7vGL5lqzW5fu+keHR9P2xwbBTf/iLtIt6tqjv3HxzQAAKApPqYBAKC1Gf+YhpERAADQFCMjAAC0VCTxOngAAIB2GBkBAKCxMuPPjNibEVdFcdjN45i1EV0X43TTuTYX8XTRUFd50lWndW0uYlfLRTJdxcpV0+YibxO37Wb7RqbSrIsJuv1po7Z2v5iYoIv2mviui4m7Prg67e/68yfGefVWx+3LdROhro2yu33pHDJVWIem+u7QVK6trU7bM/HPI6bNVWp2Tproq9ubj03zPuGO+yMb16Vtroru8iS//r9qcCptc33CraeL4bq495yZZ+2/Rdh/jIwAANDajI+M8MwIAABoipERAABaI00DAADQDiMjAAA0tgf5hucVRkYAAEBTdmRkaj7DGk9NjM7c4qybeGTHPE7sKmvKRAGzqqhby8ujXWMTRZWpEuy4mKrjorYDVyvXfAQ5sDHcus8uR5XR0a5bnmnqFBP3ziezVaUdtw3XdVfSNteXHp/sHtd8Ynw4neZEbzlt65gddvv8mbTNRS4f38wjpS7u7KK2j13O5/myhafSNneNcJFgV9n7oomw9k0V3eNz+TF3bQ+Oj6Vtj23mbbVx7+/oP5HP0xzbr18+mbb9mUMPpW0XyjBt869FqIvarpt/G1xc2PX5fVdEmqb1CgAAgNnGMyMAADQVpGlarwAAAJht3IwAAICm+JgGAIDWeIAVAACgHTsy4qrM9jp5LKq+amMeo3ORsIXOetp22FTWHES+PNfmKwjv7+3tmo0u5+uyXFlt1VUJHpt5riXVaSUfv3ZchV23nk5WRfe5+Mb6jWlbVs34iKns6s6FW3vn0ralTj7PC9M8jul863JeEfb6fh5BvvXQ+bSt9hxy1xbXH9x1x71S4CuXb65al/XKCtaL3fxa5qrTumj5S+fzGLVrO27WZbXMp21Dc612Mdx50+amq439NsHICAAAQDs8MwIAQGuMjAAAALTDyAgAAC0V8dKz1isAAABmGyMjAAA0ts9BzAPH3owMu3kVzL6pgjns5vEtV8nTxdqqY7imEmTPbMN+V3Tsmp7oqifbSsdm4MvFQ11E10d76yK6ztHuWtrm4oxuPV18dxR5FVrXz761kVc4deuSHYcHRsfTaf7K8c+nbT3l/dbF3J1RJ98nC+YasTnNj891vdW0zVWpdlwFYTdPdw656dameYT1tv7ZtO3k3KW0zVV/vtG0OctmPc9OF9K2V/XyKs/OURMhH5gYtft3Y2WSn7MuvusqAe/3axjgMTICAEBrM35vxDMjAACgKW5GAABAU9yMAACApnhmBACAxp4Pz9NGxPslvU3SVNKTkn6ilPLYLr83kXTf9rePlFL+ypXmbW9GXGLGPRXtkiiuzRW886mYfJ5dU9TOcQkIl+JwppUJlr3gkja1iZnJHhSuG5U8ITFvkiO1XMpoeXoobatNEmVFF3/4+B+l09w0dzFtc8krZ2TOIVeQ8JBJ07g0njsvp2ZfuulcuuXiZn7sHJfGONTNr4GuKOFtc3kxQ1eEc2COkbt6DEzRxZOuIKPpSqPKfub2pzv33DXe9bO1Sd4nav9tmHG/UEr5h5IUEX9b0s9Ietcuv3e5lPL6ZzNjRkYAAGjtefAG1lLKzlz6gq5hBoibEQAAZseJiLh3x/cfLKV88Gonjoh/JOnHJF2U9Ibk1wbby9iU9IFSyv93pflyMwIAwOw4U0q5M2uMiE9IunGXprtLKR8updwt6e6IeK+kd0v62V1+9/ZSyumIeKmkT0bEfaWUB91KcTMCAEBLRQfmpWellDde5a/+uqR7tMvNSCnl9PZ/H4qIT0n6Lkn2ZoRoLwAAuKKIePmOb98m6au7/M6xiOhv//8JSd8n6Y+vNG9GRgAAaO2AjIxcwQci4hXaivY+rO0kTUTcKeldpZR3SrpD0j+LiKm2Bjw+UEp5bjcjrnCRKxq21M0Lck3ME8MLnboooIv9uvV0cbF5M8+JCYT39iAu5uKafRvJNNNVFthbMvtzreTdaRL5urj4rjt+vlBe3uYi5GslL8jVUx51H5ttv7g5TNteN3xk15+/tJfHP4d78EKCVXMMvrmeFwG8uX8+bauOO1fG3F2hvM1pvi4unnxsLi/UeHs/LyR381y+X3xB0LzNx+PzPlE7/D0x3cxdx2u5WLMraufiu25fL5p/p7C7UsqPJD+/V9I7t///05Je82znzcgIAACNPR9eeraXeGYEAAA0xcgIAACtMTICAADQDiMjAAC0xsgIAABAO3ZkxEbQTNVeW5nRJMJ6pkqw4+KfLuI5nuabPzXzdBE02bjpHhRCqrybrl0XFxd2VTfd8hYij1a6qHTX9JdRZax0w0z38MaJtG1lMkjb7rt4U9r2vQvf2PXnbl8662ayVRM/dvHqr63ckLb9Z8f/1DuP/oMz46W0rdfJj52rvuuuSZcn+Tb0zfXqlYe+nbZdN7eStt1k4rvu1QAupuq4PuH+qnTXXGdsVnPdnCcj089shfXKPr9oXkHhrlcHSRTSNIyMAACApnhmBACA1vbgRXLPJ4yMAACAphgZAQCgNZ4ZAQAAaIebEQAA0JT9mKa24u3QVEV1XGXenvLlObbqq7kXs/FdYy/iu646rcx6buzBvabbPleldWBiuC7S59rGZr8sT/OorTu2T4yPpm3//Mvfl7b99Vd+Pm37727+ZNp2XWf3qrAbZtuG7pib6Vz159VpXq34jsXH07aBiWW76t3LJgrtrgPH51bTtiOmwq67Dryy/5iZLu+3w8pXEXQrM5y1VXv3Iv7vrwP5Pyu1lZzdvzf2umMi3Uudg1W1l2gvAABAQzzACgBAa4yMAAAAtMPICAAALfE6eEZGAABAW4yMAADQ2oyPjNibEVfxdjTNK2S66rsupuoiwW5dXGxvzUQWnY6pummjtvtsQ3mszVVPdlyMznExSBvpM8u7ND2UtrnjcHaymLa5WKKr7vq+7/rttO1V/bzy68Bs36SiHsUTpjrtqqm++werr0jbbp8/k7bd0LuYtrnzy8V3L07y4+rimO7a8or5J9O2eXMMjtrrjomwmmuSi1G7f3RqK/r2Ks91p7Yy72rJqy7bf1PMPF313drrVe2/DdgbjIwAANDajI+MHJw/8QEAwExiZAQAgMZI0wAAADTEzQgAAGiKmxEAANCUfWbERUNdxM7F6CauQmtlpVxXfVeV1X7dto9NnNZVrNwLPZk4rVlPF4eurazpIroXpsO0bcMs75yJ6Lp4uTsOf+bQQ2nbd/byeGjP9M8jnXzb3d4cdHaPLJ6b5staM9v26Pi6tM0d15GJBLs4potXuzimq+i7aNpOzi2nbYdNFVZXqbmzBzEGt+2umna3VFawjrq/K20lZ9MnXJVnd+656Vxfcseotmqv62dN8MwIAABAO9yMAACApoj2AgDQEoXyGBkBAABtMTICAEBrjIwAAAC0U121t1tZ0dfOs+Txu4mJfQ06G2Z5puqmiaC56Vw8zXHLc7Fmv+35err4rjsOjovfuXjo6fGxtM1F8240FWOPz6+kbfMm0u2qC/dNPHlgjtHY/FUzNQVcx0mf3zD7+f71m9I2F4W+Zf5c2lZb+dQ5Nreatq2ba8SLTQXhYeQVdm0FaxNhzcPC0ryJ+LtrhL/u1FWwdvOcN9dOFyV2aq9zbjr7ygSzX9z10bW5fr02zasLN8HICAAAQDs8MwIAQEMh0jSMjAAAgKYYGQEAoDVGRgAAANphZAQAgJZ4A6u/GZk3EciOrehrYoJmh7t5uqqbtdzyXAzXVQl2sWbHxfZctU5bydNFlysjumuVcb+l7uW07bpuHtE92c3joXZ5pu+umQihq7bqeqCL4tYMvz5lqhy7SqQv7uaxWFdp2/UHN93y5FDadt1cflxd7Ny1OS7OXas6omvnWddX3Lm+YeLjLo7v4tDuOlBbndztM/fvhmtz8xx28ii4a8P+Y2QEAIDWZnxkhGdGAABAU4yMAADQGiMjAAAA7XAzAgAAmuJjGgAAGiPaa9TGPx0Xi+2YypNObaTPxdNc7NdVpXQxsw2zvEHklYddlHPDLK82frdqqlm6eZ6bLKRtt5tKrAtm23vmOHTN2TuyUdV8nucmg7Tt/s3j+fJMpPvbpmJxPzm2rnLtQmUk0R276krbtmKqiRKbyOylaX4M5k3E050Lbjr3Wb2LGbtYrOOuEXb7zPIG5jxx12r3ygQ3nVvP8bQuartsjnt2nkhSX3mbjwTzt/hBwtEAAKC1GR8Z4ZkRAADQFCMjAAC0VMTISOsVAAAAs42REQAAGpv1NA0jIwAAoCk7MuKieS7S52JfE/PBmIvRueU5PRf7NZUuXeyr6+q3mnm6uLCL77r9aSN2LkrcyeO0zsTE6Fzk1FXmdRHCJeXrObbRcxN5NtHD5WlehdZVLH54/UTadmqUR3tfv/TIrj93sfqB+RPK9TG3bS4C6Sv6mkqr5txzEf+B6UeuT/vrTl1V7Nr4rquU66yWPFbv9rXrm27bV02c1lYur+wTk5Kvy9Bck5Y6edVv53B3lC8vDljVXkZGAAAA2uGZEQAAGuOZEQAAgIYYGQEAoDVGRgAAANphZAQAgJZ4A6u/GXHxO1eBtpaLkq2ZOKaNkpl4cm3lYVcd1FeSzWN702m+r5dNjG6pm0fe3P4cT0wFUBMzdlV03XSOi5BfsBWS8+27MB2mba5C7SUTf1030z21sZS2vXbxVNp2tLu2689dlN31WxfDdf3WVW91UXY33VrJj51zYZIfu9oK1u61AWNznXPxT9ePXMzYHT+3ni6+66bzkW5zfTTbl/VbSVqd5Ovprldu+xYqX0Xgjt+4MraNvcHHNAAAoCk+pgEAoKGQfV/mTGBkBAAANMXICAAArc34A6yMjAAAgKa4GQEAoLEo+/N1TdY14qcjokTErhVCI+LHI+Ib218/fjXzrP6YxsX9XNR2bGOxdZV5a9kqn65qamWEdT7ybXfLq+WOkY3vmrifjUi6uLc5CcamG7qI7qVJXnHUxQQ/v3Jb2ra6mU93uJdXAJ0zfclx+zPj+2YegXTVW2tjnLUx49p4q4vvLnTyfutinL5P112vbPzfnAz2HDLc/nSVnN3y3HXA9SV3bXHVft10riK4W8+jptqvOw7IRcStkt4kadeS4xFxXNLPSrpTW1f+z0XER0op5918GRkBAKC1sk9fz90vSXqPmdubJX28lHJu+wbk45LecqWZ8gArAACz40RE3Lvj+w+WUj54NRNGxNsknS6lfDEiHR27WdKjO74/tf0zi5sRAABa279Pjc6UUu7MGiPiE5Ju3KXpbkl/X1sf0Vxz3IwAAABJUinljbv9PCJeI+klkp4eFblF0h9FxF2llMd3/OppST+44/tbJH3qSsvlZgQAgJauYdJlr5RS7pN0/dPfR8S3JN1ZSjnzjF/9qKT/OSKObX//JknvvdL8eYAVAABUi4g7I+JfSFIp5Zyk90v67PbX+7Z/ZtmRkVUTj3QRLReH67iqtiZe6KJrtVFiF79zXDVjZ3mSV8+s5WJth7t5FNVN59RGAd3xczFc1wddNVLn1kGeMDs/zqPEc508Inlb/2zadnLuUtqWRSQnpm/WVmOurzadHzt3HVg2x87FYt0562K4rq/YqrYl70e1MWO3fW49XYS1dvtcFWR3jXD97HDUTTc022cSyHb7/KsIXPXkA1a194CPjDxTKeXFO/7/Xknv3PH9hyR96NnMj5ERAADQFM+MAADQ2EF/ZmSvMTICAACa4mYEAAA0xcc0AAC0xsc0AAAA7diRERfbG1VGPF1sb2LujVwF0L2osOvUVtjtm3VxFXadBVOldS+q77oKoC566OK7ZyeLadsXlvMKuwtzeUzwxYNnvofnPzrSzSt5nphbTtscV9m2pjro8jSvSOyi7C6Ga5X8uHbNeVkbb90wfWwQeZ92y5tPW3x8150ndnnuOJjXFLjrqjuHaqv9uvV0y3Pc9rlrmVvP2kriC+ZaNjTb7tpa4AFWAACAhnhmBACAlop4ZqT1CgAAgNnGyAgAAK0xMgIAANAOIyMAADQUIk1jb0YumiqzQxMpvWiqRDq1lYBtZNZEFmu5dXlifCRtOz63mrZ1TAzSRTlXp3mgMasIK0kjG4Ss49blm+vXp20u0tfv5JG+63t5DNf1Txc9rI2Cu1h6T88+iuuikxdKfn657Xb91lWLPWuuA65vrpn+sBdVdKsrSpvqz26/XDCxWBu/NsfWLW/NxLarqxmb/u5i4kcjj7LX9rPayuw9c+0c5JdAPTXlb/GDhKMBAEBrMz4ywjMjAACgKUZGAABoLMpsD40wMgIAAJpiZAQAgJZ4AysjIwAAoC07MuIiaI6LYbnYl6sE7Lh5uljbQ5dPVi3v5YeeSNuOzOWRt9r4rtu+rjmE02l+r+mq754zVXSdb28cTdvuv/iitO3PXfdA2vaK4eNpm4trOm5/uuLJrgqti1ZWV9JNLHVGVcty6+ir6NZtW20M10X13bHz1YzzmPG8i/1Wxk39etYtz+1Px1WUdvH/67orVctz+8Utz+2XeRfHN8vrRr68pcrrB/YGH9MAANDYrL/0jI9pAABAU4yMAADQGiMjAAAA7TAyAgBAYzwzAgAA0JAdGXHxtPVNVyHTVFjs5G3L40HatmliqtfP59VbB908Dudio27bbYXWyrifjZsatfNcN7HtL1y8JW27rp9XHn7poTNp2x2H8319xEYP833t2mSqNbv45FplJdYLyivpds2HwdkxcjHw5Wl+ngxMXPHMZCltc9V+XfVdF8NdMevppqut9lsbw3WvMHBVbd1rA1xl6A1z2R1Efhz8defax4XHZnnDyKvvTs10C3b78hju0FTv7pvKvMPIr4Fn96Ci+3PCyAgAAEA7PDMCAEBLhWdGGBkBAABNMTICAEBrjIwAAAC0w8gIAAANhXhmxN6MHJ/LY5zLkzy2Ny151uri5qG0zcULp6b6olsXF5F01U9ro7ZObdR2UvIBrPVpfghrt+E1hx9L21xE0u3rm/vnq9bFcfFJZ2r2p1NbMdbJIq5uWfY8Mdu22M37u+Omq11PX73VVX2ti9W7a5JdntmfLobrqgS7futisfPKY7juuLv4rqtEvWDiu05tNW27nuYzDHeV65j9edTEhbH/GBkBAKC1MttDIzwzAgAAmuJmBAAANMXHNAAANDbrD7AyMgIAAJpiZAQAgJaKZv6lZ/Zm5P6VF6Vth0w1XBczcxG76Vze5iKsh+fy6OGZcV6pdNzN5zk10UMb9zNVPl0M0sWTa6OOfRNdc5G+JRPldJFMe9zNmXZuspi2uX3mtsHpmHVxx30vKr9Oyu590EUZL07yarG2/5lquHtRtXeUbJvk96WLubv4eC13PvvYb75f7HXOhlFzI9VVJXb/yNWeQ/OVUfZhpy4uPDSVeQdhroGR98G1kvd57D9GRgAAaGwP7rOfV3hmBAAANMXICAAArc34MyOMjAAAgKYYGQEAoDHeMwIAANCQHRnpd/L4louNdipv8TanLsaZz9Oti+NibefHedz08iSP9B3q5nExF08+t7GQth2fz6sn20ifudV0EVAXn3R3r/kcfUTXxWl9LNZEMk2fcBHkntl2F7d10VinX/EIvYvTuv28aKZzaqv2Dkz11vqqvXXRcsf1dxczdtVpR6Uuhuv6tKui647DQrc2Tls3nYv9+nPPHfdcx1R0d68U6Ju48L4rolBe6xUAAACzjWdGAABojGdGAAAAGmJkBACA1hgZAQAAaIebEQAA0NQVor11kdnVzbyqaG3VTRcJ+/boSNrmYrFSXin30mbetjzO2zZLHgl2kWdX5dNF3lykb051+3rNVIWtraK7ZuLQbr+smcqoQxOjdtvg4sIuyukitVn1XclHgmX2Z7osE291y1qp3LbafeKq9rr1rK0XNjb7xemaSKW7Xk1MfNddr1zA2u2XDbs/8/WsrSg9NX+rdiqPkruWuVj9gqnMO4z8GtELUyl9enD+Fg/xAOvBORoAAGAm8QArAAAtlcJLz1qvAAAAmG2MjAAA0BjPjAAAADTEyAgAAK3N+MiIvRlxsTYXXXMx1csmcrkwl1eJdNVwb5y/lLZ95vxL0rZ5E12+ZXjBrIuJw5ltd5HnpV5eGdUtr1/ybXDR147p+S6+67jpeqYCtKtUWrsNvcqqxK6Krotd1laazaZz+7J2ONNV7XXLq60S7PZX7fJczNgdVxf1HpqqtmNbtbcucp/P0ceae+Zc75pUs1tPF9F1bS4SPG9q7Lr47sBVIDfnUMe0jUs+T1cJHvuPkREAABqb9XsjnhkBAABNMTICAEBLRdJ0todGGBkBAABNcTMCAEBrZZ++roGI+OmIKBFxImmfRMQXtr8+cjXz5GMaAABwVSLiVklvkvSI+bXLpZTXP5v52psRF0Xtd/OY2eWJqWZpYlgb03x1XAXhh0fH83lO8ojdyf5K2rZo4n4rJib45PpSPt04n87Fdy/bMGCuukqwieGOp3XxXVe110UPlyd5heRhJ4/9rpsKpzaGa2LGLs5oo5xmeWsVMeraKrpuuuqYauV0bj/vRdVod91x+8Vx2+CW56brmevc2PRpZ2SqC/fCLE/5vp43kdlJZTzetQ07+fWjayr6qphqxpWvMNgrz6M0zS9Jeo+kD1/LmfIxDQAAs+NERNy74+snr3bCiHibpNOllC9e4VcH2/P+TET81auZNx/TAAAwO86UUu7MGiPiE5Ju3KXpbkl/X1sf0VzJ7aWU0xHxUkmfjIj7SikPugm4GQEAoLVyMD6nKaW8cbefR8RrJL1E0hcjQpJukfRHEXFXKeXxZ8zj9PZ/H4qIT0n6Lkn2ZoSPaQAAgFVKua+Ucn0p5cWllBdLOiXpu595IxIRxyKiv/3/JyR9n6Q/vtL8GRkBAKCx59EDrH9KRNwp6V2llHdKukPSP4uIqbYGPD5QSuFmBAAAXFvboyNP//+9kt65/f+flvSaZzs/ezNycZzHKpeUR19d7HdpLq9Oe6y3lrY9cjmP7zqvO3Y6bfvOweNp2zfXT6Zt5zaGaduNg7yC8ImlPEpso45TE2uzdT5zrhqu446t0+mamLGJQfblqhLnfdDFBGurUbvpXMS1ho2wdur+hHKVjN1218Z3HXfMXTVmN51bExuntVVtTRTVRlhzbnkumr3Qyfu7m+fR7mre1smvuc7ARIIdV7W3ZyoPT9zzFGa6dVPp+EC5hi8ke77imREAANAUH9MAANBQSIoDkqZphZERAADQFCMjAAC0Vvf43wsGIyMAAKApRkYAAGhs1p8ZsTcjI1N9d66Tjym5Srnrk3yRDyzncdqBqWp7y/BC2nakezlt+/TFl6Vtj6weS9tuOLSctt3cP5+2jU1V4mUT33VcZV5X1dZFMl112tEeVH6trYbr4qhuxHPo1tNGTnOu8quLBNdEY2ur707MdC6mWhvfrZ3OxWldRLc2huvmKTOdKqv2WmZxLtpbG/F3Efi9YCP3Zrp+5NfOianMOzX7pfaai73ByAgAAC3xnhGeGQEAAG0xMgIAQFPlwFTtbYWREQAA0BQjIwAANPZ8rtp7LTAyAgAAmrIjIy426uK7R+bzyrxzJip3fD6vIOkq5T6ymlf0/fql69O2o/089vv6Y6fStu8YPJm2ndtcTNtWJv20zUUyXSyxb6pn9jqmenLkx8g5NpdXAHXxwlHJY6WO2y+DyKPLLi7sIsHOxNy798xxcHHobnKOLU/yitkuru4qPLt96abrm/7nYsaub7rYr1tPW7V3D6rouli2i6lOzHq6yL1bl6VOfs4OzDwXzHlyxMSFx6a/L1RW7e2bxPN85I1TW8k5P0ZPTdx6Eu09SPiYBgCA1niAFQAAoB1GRgAAaKn4l/3OAkZGAABAU4yMAADQGs+MAAAAtGNHRh5fWUrbjgzymNliL4+LXd/Po6HfXL0ubXMx45ODlbRtdTOPb7104UzadkPvUtrmIp4uUlpbGdW1XZwcStuWlB+jXtdFZuuq6Lp4oYv21i6v2zFxPxPfra0u7OK745KfSll81y2vfh2v/XS2InFlda/qKLvqIqVunnsR3x2YvuIi8LYyr1lPF99159e8mee01FWwdurqOEu9MJXgTdVevy4HbCTigK3OfmNkBAAANMUzIwAANBY8MwIAANAOIyMAALTGyAgAAEA7jIwAANBSkUzIaibYm5Glfh4zOzKfVw51UcZzGwtp23wnj/u9fCGvlPuSft52aiOPC7sKoC621zexRBeZdZG+tWle0XdkYqOuAqhrO9LNI9a1Fszy5s0+c1HpBeV90EUyj3byCtAuIum4+K7rLyNbSXf3COiyiWy7+PiGixib/ue2zfUjV+3XHR/HxX6d2hiui4G7bVi0/d1U07aVefPrqovouoq+br8MTRXdjlz8Op9uZCLB9qMI03Yx8v0yNdO5Hljbz7A3GBkBAKChUCFN03oFAADAbONmBAAANMXHNAAAtMbHNAAAAO0wMgIAQGszPjJib0Zef+xU2nZhPEzbTq8dSdteeeSJtO21i/nyXITw/su3pG2u8uReVDFd7OYRu/OTPNY8MvN0UVS3vL6tIGxikC6aZ6yaYzQ1g3ATE610MdaeiR6OTX1Qd9zdurjKwy4au2pi2xnXx2q5iHj1PCv7reubbtvdeVkb4xyb2G9vD0qpuvPLnSd2npWvKRiZzXPxXbeWLkpc+yqNtWldDHfV9Pm9OB9Qj6MBAEBLvPSMZ0YAAEBbjIwAANAYLz0DAABoiJERAABaY2QEAACgHTsycm6cR1HXJ/mki7280uryeJC2fXlyU9rW7+RVMC+M8wqnN/SX07Zjc3ll1yPdvM3FOB0XL+x080epfZXPPNrrYrGuOqhTG9H1VW3zKKerVJpVvJV87NdVEN4wkWDHVoyNiiin+TPBxdUddwzc+rsYrut/rhK1jZ2bWIGN6JrI9rCTX5OG5nxeMNO5ir5ufzqu2rTr70vmPBmbztSr60qaN31aZtvXzW4Zuci96RNuX6+Za8vjm0fzldl3hZGR1isAAABmG8+MAADQUhEjI61XAAAAzDZGRgAAaI03sAIAALTDzQgAAGjKfkzz2GpefbfXNdUzTfRwNDEVb00k+Ph8HnlbnNtI24Zd15Yvz8Vi3XBax1TDnYa596usIOwqo7oooFNbnbY2kum4uKZbT3eb7aZz+7N2vzgbFdNNKv+GcPuyW9lX3HG1/db0FXfudSqnc8s7bCpf2+WZOK3j1nPeRNJ9xeL8mjuorXRs2jbMw5Yu9js207noecfF2U3TaskriV+Y5JXnW+B18AAAAA3xACsAAK0xMgIAANAOIyMAALRUJE0ZGQEAAGiGkREAAJqiUJ69Gbm8mYe7XNvRQV4R1sV+l+byqO1N/Qtpm4u8nZjLq/ZeN7eStrnY3oaJSC5P8wrCbtt9BdC8zVUjdRVAHbcNq6YSq+Oqn7pKwCNTCdhXcM27tosQumKrtfHdmji0i++6vukq5dbGqweRx+NHJjpZGy2vX08T7a2MwLtK1G6edjpzPvu+WVdRumM69dh1+MqKvhPzj6qLErsKu26/uP5yYZJXnj+1cdysDfYbIyMAALQ24yMjPDMCAACaYmQEAIDWGBkBAABoh5ERAABa4j0jjIwAAIC27MjIH/yFn68MdwEAcPVevgfz/B7T9tf2YHn1ilRc8PmFj5ERAADQFDcjAACgKR5gBQCgNaK9AAAA7XAzAgBAS09He/fj6zmIiJ+LiNMR8YXtr7cmv/eWiPhaRDwQEX/vaubNxzQAAOBq/VIp5Z9kjRHRlfQrkv6CpFOSPhsRHyml/LGbKTcjAAC09sJ5ZuQuSQ+UUh6SpIj4TUlvk2RvRviYBgCA2XEiIu7d8fWTz3L6d0fElyLiQxFxbJf2myU9uuP7U9s/sxgZAQCgtf0bGTlTSrkza4yIT0i6cZemuyX975Ler62nXN4v6RclveNarBQ3IwAAQJJUSnnj1fxeRPxzSb+zS9NpSbfu+P6W7Z9ZfEwDAEBTZWtkZD++noOIeNGOb39Y0pd3+bXPSnp5RLwkIuYl/Q1JH7nSvBkZAQAAV+PnI+L12vqY5luSfkqSIuImSf+ilPLWUspmRLxb0kcldSV9qJRy/5VmzM0IAAAtFUnTg18or5Tyo8nPH5P01h3f3yPpnmczbz6mAQAATTEyAgBAay+c94xUYWQEAAA0xcgIAACtMTICAADQDjcjAACgKT6mAQCgqSJN+ZgGAACgGUZGAABoqUilHPyXnu0lRkYAAEBTjIwAANAaz4wAAAC0w8gIAACt8dIzAACAdhgZAQCgpVKkKWkaAACAZhgZAQCgNZ4ZAQAAaIeREQAAGis8MwIAANAOIyMAADRVeGak9QoAAIDZxs0IAABoio9pAABoqYhCea1XAAAAzDZGRgAAaK0Q7QUAAGiGkREAABoqkgrPjAAAALTDyAgAAC2VwjMjrVcAAADMNkZGAABojGdGAAAAGmJkBACA1nhmBAAAoJ0oM162GACAliLi30o6sU+LO1NKecs+LeuqcTMCAACa4mMaAADQFDcjAACgKW5GAABAU9yMAACAprgZAQAATf3/TF2TBPcotL8AAAAASUVORK5CYII=\n", + "text/plain": [ + "<Figure size 720x720 with 2 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "PROBA = ECCV.proba_64\n", + "\n", + "import torch\n", + "from torch.distributions import Categorical\n", + "import numpy as np\n", + "from scipy.interpolate import interp2d\n", + "import matplotlib.pyplot as plt\n", + "\n", + "\n", + "def entropy_torch_distribution(distrib):\n", + " \"\"\"\n", + " Return the entropy in each pixel at 64x64 resolution. \n", + " \"\"\"\n", + " \n", + " new_distrib = distrib[0,:,:,:]\n", + " print(new_distrib.shape)\n", + " new_distrib = torch.permute(new_distrib,(1,2,0))\n", + " print(new_distrib.shape)\n", + " entropy_vector = torch.zeros(64,64)\n", + " \n", + " for i in range(64):\n", + " for j in range(64):\n", + " entropy_vector[i,j] = Categorical(probs = new_distrib[i,j,:]).entropy()\n", + " \n", + " entropy_vector = entropy_vector/entropy_vector.max().item()\n", + " \n", + " \n", + " return entropy_vector\n", + "\n", + "\n", + "def variance_torch_distrib(distrib,couleur):\n", + " \"\"\"\n", + " Display the variance of the distributions\n", + " \n", + " variance = Trace(\\sum p_i(moy-couleur_i).(moy-couleur_i)^T)\n", + " \"\"\"\n", + " new_distrib = distrib[0,:,:,:]\n", + " new_distrib = torch.permute(new_distrib,(1,2,0))\n", + " variance_vector = torch.zeros(64,64)\n", + " coef = torch.tensor([[i[0],i[1]] for i in couleur])\n", + " C = 313\n", + " for i in range(64):\n", + " for j in range(64):\n", + " proba = new_distrib[i,j,:]\n", + " moyenne = (proba @ coef)[None,:]\n", + " ecart = (coef-moyenne)\n", + " somme = (proba*(torch.t(ecart)))@ecart\n", + " somme = somme*(313/312)\n", + " \n", + " ecart_type = somme[0,0]+somme[1,1]\n", + " variance_vector[i,j] = ecart_type\n", + " \n", + " \n", + " if i == 25 and j == 8:\n", + " X = [i[0] for i in couleur]\n", + " Y = [i[1] for i in couleur]\n", + " Z = proba.detach().numpy()\n", + " #Z = np.ones(Z.shape)\n", + " \n", + " x2 = np.linspace(-1, 1, 40)\n", + " y2 = np.linspace(-1, 1, 40)\n", + " f = interp2d(X, Y, Z, kind='linear')\n", + " Z2 = f(x2, y2)\n", + " \n", + " plt.figure(figsize=(10,10))\n", + " X2, Y2 = np.meshgrid(x2, y2)\n", + " plt.scatter(X, Y, s=100, c=np.log(Z))\n", + " plt.title('Log of probability density in pixel '+str((i,j)))\n", + " plt.colorbar()\n", + " \n", + "\n", + " plt.show()\n", + " \n", + " return variance_vector\n", + " \n", + "\n", + "ENTROPY = entropy_torch_distribution(PROBA)\n", + "VARIANCE = variance_torch_distrib(PROBA,coef)\n", + "\n", + "plt.figure(figsize=(10,10))\n", + "plt.title('Entropy')\n", + "plt.axis('off')\n", + "plt.imshow(ENTROPY.detach().numpy())\n", + "plt.colorbar()\n", + "\n", + "#mim.imsave('jellyfish_entropy.png', resize(ENTROPY.detach().numpy(), (img.shape[0], img.shape[1]) ) )\n", + "\n", + "plt.figure(figsize=(10,10))\n", + "plt.title('Log-Variance')\n", + "plt.axis('off')\n", + "plt.imshow(np.log(VARIANCE.detach().numpy()))\n", + "plt.colorbar()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "9c648686", + "metadata": {}, + "source": [ + "In the following the code is used to minimizae a model based on DIP and total variation (TV).\n", + "\n", + "Import libs\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2c14c76f", + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import print_function\n", + "import matplotlib.pyplot as plt\n", + "from utils.zhang import *\n", + "%matplotlib inline\n", + "\n", + "import argparse\n", + "import os\n", + "#os.environ['CUDA_VISIBLE_DEVICES'] = '0'\n", + "\n", + "import numpy as np\n", + "from models import *\n", + "\n", + "import torch\n", + "import torch.optim\n", + "\n", + "from skimage.measure import compare_psnr\n", + "from models.downsampler import Downsampler\n", + "\n", + "from utils.sr_utils import *\n", + "\n", + "from PIL import Image\n", + "\n", + "torch.backends.cudnn.enabled = GPU\n", + "torch.backends.cudnn.benchmark = GPU\n", + "if(GPU):\n", + " dtype = torch.cuda.FloatTensor\n", + "else:\n", + " dtype = torch.FloatTensor\n", + "\n", + " \n", + "import matplotlib.image as mim\n", + "\n", + "\n", + "imsize = -1 \n", + "factor = 4 # 8\n", + "enforse_div32 = 'CROP' # we usually need the dimensions to be divisible by a power of two (32 in this case)\n", + "PLOT = False\n", + "\n", + "\n", + "variables = 'Variables/variables'" + ] + }, + { + "cell_type": "markdown", + "id": "3ff4d39b", + "metadata": {}, + "source": [ + "Set up parameters and net for DIP + TV." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "e0fa0d17", + "metadata": {}, + "outputs": [], + "source": [ + "input_depth = 32\n", + " \n", + "INPUT = 'noise'\n", + "pad = 'reflection'\n", + "OPT_OVER = 'net'\n", + "KERNEL_TYPE='lanczos2'\n", + "\n", + "\n", + "LR_DIP = 0.02\n", + "n_alternance = 10 #Alternating number rate between TV minimization and network parameters optimization.\n", + "dip_output = 'lab'\n", + "\n", + "\n", + "gamma = 80\n", + "beta = 0.5\n", + "\n", + "k_init = 1\n", + "projection_bol = True\n", + "k_proj = 313\n", + "\n", + "OPTIMIZER = 'adam'\n", + "\n", + "\n", + "num_iter = 200\n", + "\n", + "n_canaux = 3\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "812a047f", + "metadata": {}, + "outputs": [], + "source": [ + "net_input = get_noise(input_depth, INPUT, (256, 256)).type(dtype).detach()\n", + "\n", + "\n", + "\n", + "NET_TYPE = 'skip' # UNet, ResNet\n", + "net = get_net(input_depth, 'skip', pad,\n", + " n_channels = n_canaux,\n", + " skip_n33d=128, \n", + " skip_n33u=128, \n", + " skip_n11=4, \n", + " num_scales=5,\n", + " upsample_mode='bilinear').type(dtype)\n", + "\n", + "# Losses\n", + "mse = torch.nn.MSELoss().type(dtype)\n", + "\n", + "downsampler = Downsampler(n_planes=n_canaux, factor=factor, kernel_type=KERNEL_TYPE, phase=0.5, preserve_size=True).type(dtype)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ef501af5", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_image(image, opt, title, size = 5) :\n", + " \"\"\"\n", + " Display LAB image 1x3xHxL\n", + " \"\"\"\n", + " \n", + " plt.figure(figsize = (size,size))\n", + " plt.title(title)\n", + " plt.imshow(lab2rgb(image,opt).data.cpu().numpy()[0,...].transpose((1,2,0)))\n", + " plt.show() \n", + " \n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "aab830e3", + "metadata": {}, + "outputs": [], + "source": [ + "class BaseColor(nn.Module):\n", + "\tdef __init__(self):\n", + "\t\tsuper(BaseColor, self).__init__()\n", + "\n", + "\t\tself.l_cent = 50.\n", + "\t\tself.l_norm = 100.\n", + "\t\tself.ab_norm = 110.\n", + " \n", + "opt = BaseColor()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "0b52cbc5", + "metadata": {}, + "outputs": [], + "source": [ + "if(GPU):\n", + " device = torch.device(\"cuda:0\")\n", + "else:\n", + " device = torch.device('cpu')\n", + "\n", + "from pickle import *\n", + "\n", + "\n", + "f = open(variables, 'rb')\n", + "out_ab_256 = load(f)\n", + "tens_l_rs = load(f) \n", + "out_ab_256_max = load(f) \n", + "f.close()\n", + "\n", + "tens_l_rs_norm = tens_l_rs.to(device)/100\n", + "\n", + "tens_l_rs_norm = tens_l_rs_norm.to(device)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "7bb35db7", + "metadata": {}, + "outputs": [], + "source": [ + "luminance=[]\n", + "mse_list=[]\n", + "tv_c=[]\n", + "total_loss_hist=[]\n", + "mse_mix =[]" + ] + }, + { + "cell_type": "markdown", + "id": "bd71afed", + "metadata": {}, + "source": [ + "Definition of closure, initialization, projection" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "0261eb2f", + "metadata": {}, + "outputs": [], + "source": [ + "from pickle import *\n", + "import torch.nn.functional as F\n", + "\n", + "f = open(variables, 'rb')\n", + "out_ab_256 = load(f)\n", + "tens_l_rs = load(f).to(device)\n", + "tens_l_orig = load(f).to(device)\n", + "out_ab_64 = load(f).to(device)\n", + "tens_proba = load(f).to(device)\n", + "f.close()\n", + "\n", + "f = open('utils/coef_ab_divpar110', 'rb')\n", + "coef = load(f)\n", + "f.close()\n", + "couleur = torch.tensor([[0.5*(i[0]+1),0.5*(i[1]+1)] for i in coef]).to(device)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "56af1979", + "metadata": {}, + "outputs": [], + "source": [ + "def projection(img_64, LUMINANCE, proba, col, k):\n", + " \n", + " \"\"\"\n", + " Projection of a LAB image img_64 on the k most probable colors. \n", + " \"\"\"\n", + " \n", + " couleur = torch.tensor(col).to(device)\n", + " TOP = torch.topk(proba,k,dim=1).indices\n", + " NEW = torch.zeros(1,k,2,64,64).to(device)\n", + "\n", + " for i in range(64):\n", + " for j in range(64):\n", + " \n", + " indice = TOP[0,:,i,j].to(device)\n", + " new_couleur = torch.index_select(couleur,0,indice)\n", + " NEW[0,:,:,i,j] = new_couleur\n", + " \n", + " chra, chrb = NEW[:,:,0,:,:], NEW[:,:,1,:,:]\n", + " \n", + " \n", + " \n", + " DISTANCE = torch.pow(img_64[:,[1],:,:]-chra,2)+torch.pow(img_64[:,[2],:,:]-chrb,2)\n", + " \n", + " indice_max = torch.argmin(DISTANCE, dim=1)\n", + "\n", + " image_proj = torch.zeros(1,2,64,64).to(device)\n", + "\n", + " for i in range(64):\n", + " for j in range(64):\n", + " indice = indice_max[0,i,j].to(device)\n", + " new_couleur = torch.index_select(NEW[0,:,:,i,j],0,indice)\n", + " image_proj[:,:,i,j] = new_couleur\n", + "\n", + " NOUVELLE = torch.cat((LUMINANCE, image_proj), dim = 1)\n", + " \n", + " return NOUVELLE" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "cda4a7a4", + "metadata": {}, + "outputs": [], + "source": [ + "def initialisation(LUMINANCE, proba, col, k) :\n", + " \n", + " \"Initialize the image with the k most probable colors\"\n", + " \n", + " couleur = torch.tensor(col).to(device)\n", + " TOP = torch.topk(proba,k,dim=1).indices\n", + " PROBA = torch.topk(proba,k,dim=1).values \n", + " PROBA = PROBA/PROBA.sum(dim=1)\n", + " NEW = torch.zeros(1,k,2,64,64).to(device)\n", + "\n", + " for i in range(64):\n", + " for j in range(64):\n", + " \n", + " indice = TOP[0,:,i,j].to(device)\n", + " new_couleur = torch.index_select(couleur,0,indice)\n", + " NEW[0,:,:,i,j] = new_couleur\n", + " \n", + " chra, chrb = NEW[:,:,0,:,:], NEW[:,:,1,:,:]\n", + " \n", + " image_0 = torch.zeros(1,2,64,64)\n", + " \n", + " for i in range(64):\n", + " for j in range(64):\n", + " image_0[:,0,i,j] = torch.dot(PROBA[0,:,i,j], chra[0,:,i,j])\n", + " image_0[:,1,i,j] = torch.dot(PROBA[0,:,i,j], chrb[0,:,i,j])\n", + " \n", + " return torch.cat((tens_l_64.to(device),image_0.to(device)), dim = 1)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "34591f42", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_9493/2597467827.py:5: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", + " couleur = torch.tensor(col).to(device)\n", + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "tens_l_64 = (F.interpolate(tens_l_rs, size=(64,64), mode='bilinear'))/100 #on normalise le tenseur luminance 64\n", + "\n", + "init_64 = initialisation( tens_l_64.to(device), tens_proba.to(device), couleur, k_init) #initialisation 64\n", + "\n", + "init_256 = torch.cat((tens_l_rs_norm, F.interpolate(init_64, size=(256,256), mode='bilinear')[:,1:,:,:]), dim = 1)\n", + "\n", + "\n", + "plot_image(init_64.to(device),opt,'Initialization 64x64 with the mean of the '+str(k_init)+' most probable colors')\n", + "plt.show()\n", + "\n", + "plot_image(init_256.to(device),opt,'Initialization 256x256 with the mean of the '+str(k_init)+' most probable colors')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "81d42c16", + "metadata": {}, + "outputs": [], + "source": [ + "tens_l_64 = F.interpolate(tens_l_rs_norm, size=(64,64), mode='bilinear')\n", + "\n", + "img_LR_var = torch.tensor(init_64.data.cpu().numpy()).type(dtype).to(device).requires_grad_()\n", + "\n", + "\n", + "def closure():\n", + " global beta, i, net_input, tens_l_rs,mse_mix, SATURATION_orig, saturation, luminance, gamma, mse_list, tv_c, total_loss_hist,num_iter,opt,x, img_LR_var, out_LR, out_HR\n", + " \n", + " out_HR = net(net_input) # f_\\theta(z)\n", + " LUMINANCE_out = out_HR[:,[0],:,:] # L(f_\\theta(z))\n", + " out_LR = downsampler(out_HR) # d(f_\\theta(z))\n", + " \n", + " \n", + " # Loss\n", + " mse_ds = 1*mse(out_LR,img_LR_var) # \n", + " tv_cp = 0.000005*tv_loss_couplee(out_HR, gamma, tens_l_rs_norm, opt,beta = beta, from_ = dip_output, n_canaux = n_canaux) #0.0003\n", + " \n", + " mse_luminance = 1*mse(LUMINANCE_out,tens_l_rs_norm)\n", + " \n", + " total_loss = tv_cp + mse_ds+ mse_luminance\n", + " total_loss.backward()\n", + " \n", + " \n", + " # History\n", + " mse_list.append( mse_ds.item())\n", + " tv_c.append(tv_cp.item())\n", + " total_loss_hist.append( total_loss.item())\n", + " luminance.append(mse_luminance.item())\n", + " \n", + " \n", + " # Loss diplay\n", + " if PLOT and i % 100000 == 0:\n", + " \n", + " if dip_output == 'lab':\n", + " \n", + " plot_image(out_LR, opt, 'Output DIP')\n", + " plot_image(img_LR_var, opt, 'LR image of DIP')\n", + " plot_image(x , opt, 'X (Image with TV)')\n", + " \n", + " i += 1\n", + " \n", + " return total_loss" + ] + }, + { + "cell_type": "markdown", + "id": "59b5d80f", + "metadata": {}, + "source": [ + "Optimization" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "24756861", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 0 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 1 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_9493/3273303453.py:7: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n", + " couleur = torch.tensor(col).to(device)\n", + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 2 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 3 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 4 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 5 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 6 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 7 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 8 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 9 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 10 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 11 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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Qnuzq+CLJXp7jTmdVavehRlODfAf31XgkZmZZq9zEJE2RdKekG9PtAyWtkrRG0jWSptdXpplZe92MxM4CVrfc/iJwcUS8HtgCLOlnYWZmVVTKxCTNB94NXAh8UpKA44D3p02WA+cDl9VQ48jqx8HMg9IpR2zKxN12B3MPIgNzvtW9eRX/ZqqOxC4BzgZeTLdfCWyNiO3p9npgXhf1mZn1RccmJulkYHNE3NHLDiQtlTQmaezZbU/2chdmZuOq8nbyGOA9kk4CdgNeAVwKzJY0NY3G5gMb2v1yRCwDlgHsNfd10ZeqzcySjk0sIs4DzgOQtAj4dER8QNJ3gPcCVwOLgRX1lTk59ZJ5DUI532qXI3Wa01V+bL1kdb0cqD6IE5ZUkUsGVjV3arKJzBM7hyLkX0ORkV3en5LMzKrrasZ+RNwK3JquPwQc0f+SzMyq84x9M8vaSB472Q/lvKaO4/x6ycyqZFHlWjtlT/u++FDXdVTJwDrtt8oJOjqpIwMbVt41GfKrOngkZmZZcxMzs6y5iZlZ1tzEzCxrDvYbrJcJouVgv92HA+X77fShRJX7KKsyUbUpE1M7qSPId0jfPx6JmVnW3MTMLGtuYmaWNWdibVQ54LmsSgY0iJOLlLOqdnlWHQeedzqLdhVNycDKyvlVu4zMGdfweCRmZllzEzOzrLmJmVnWRjITK2cv/TjxaxX9OGi8W3WdOGQyZ2CdOP9qFo/EzCxrbmJmljU3MTPL2khmYk3Ry4kw+qHbL0UcpbzL8uORmJllzU3MzLLmJmZmWXMTM7OsOdin2uTXcrjd6YDwunQK2avU1Y8g38H96Cr/+/j1tCEVkngkZmZZcxMzs6y5iZlZ1pyJ9agfGVk/znDd6T6r1JXLCTuse52+3KCXPGtbj7XUxSMxM8uam5iZZc1NzMyy5kxsgOrIwOrYpzOw4ahj/lXT8qs6eCRmZllzEzOzrFV6OylpLfAU8AKwPSIWStobuAY4AFgLnB7hLx83s8HqJhN7e0Q81nL7XGBlRFwk6dx0+5y+Vjcg/ThRyDDyriqcbzVDlbxrFPKrOkzk7eSpwPJ0fTlw2oSrMTPrUtUmFsBNku6QtDQtmxMRG9P1TcCcdr8oaamkMUljz257coLlmpntrOrbyWMjYoOkVwE3S7q/dWVEhKRo94sRsQxYBrDX3Ne13cbMrFeVRmIRsSH93AxcDxwBPCJpLkD6ubmuIs3MxtNxJCZpJrBLRDyVrr8T+AJwA7AYuCj9XFFnoVZwUJ+Hpn1xYNOtn8DfdZW3k3OA6yXt2P7bEfEDSbcD10paAjwMnN5zFWZmPerYxCLiIeDQNssfB46voygzs6o8Y9/MsjaSB4D3Y3LrIDj/ysdkzsAmklcNgkdiZpY1NzEzy5qbmJllbSQyMWdg1k/t/p5yycCanm/1wiMxM8uam5iZZc1NzMyyNhKZWFM5A8tDznPAJmMGVuaRmJllzU3MzLLmJmZmWXMTM7OsjUSwXw7Q65j86pB+8shlcnQ7oxDkl3kkZmZZcxMzs6y5iZlZ1kYiEytzfmWtOmVgw5rcOor5Vi88EjOzrLmJmVnW3MTMLGsjmYnZ6KoyB8wZWP/dW+Nj80jMzLLmJmZmWXMTM7OsOROzSa2px0FOpvyrzryrCo/EzCxrbmJmljU3MTPLmpuYmWXNwb5NKk0N8ieTYQf5ZR6JmVnWKjUxSbMlXSfpfkmrJR0taW9JN0t6MP1sVns2s5FQdSR2KfCDiDgYOBRYDZwLrIyIBcDKdNvMbKA6ZmKSZgFvBc4EiIjngOcknQosSpstB24FzqmjSLPx5JKB5Ty5tWkZWFmVkdiBwKPA1yXdKemrkmYCcyJiY9pmEzCnriLNzMZTpYlNBd4MXBYRhwPPUHrrGBEBRLtflrRU0piksWe3PTnRes3MdlKlia0H1kfEqnT7Ooqm9oikuQDp5+Z2vxwRyyJiYUQs3HXGK/pRs5nZ73TMxCJik6R1kg6KiAeA44H70mUxcFH6uaLWSs0G5NXP73x7WF+SOCxNz8DKqk52/ThwpaTpwEPAhyhGcddKWgI8DJxeT4lmZuOr1MQi4i5gYZtVx/e1GjOzLnnGvpllzcdOWjZymRMGec8Ly41HYmaWNTcxM8uam5iZZc1NzMyy5iZmZllzEzOzrLmJmVnW3MTMLGsqvkVnQDuTHqU4znIf4LGB7bh3udQJ+dSaS52QT6251AkTq3X/iNi3vHCgTex3O5XGIqLdsZiNkkudkE+tudQJ+dSaS51QT61+O2lmWXMTM7OsDauJLRvSfruVS52QT6251An51JpLnVBDrUPJxMzM+sVvJ80sawNtYpJOlPSApDWSGnWyXUlfk7RZ0j0tyxp3lnNJ+0m6RdJ9ku6VdFaDa91N0m2S7k61fj4tP1DSqvR3cE362vOhkzQlnZbwxnS7qXWulfRzSXdJGkvLmvj6z5Z0naT7Ja2WdHQddQ6siUmaAnwZeBdwCHCGpEMGtf8KrgBOLC1r4lnOtwOfiohDgKOAj6XnsYm1PgscFxGHAocBJ0o6CvgicHFEvB7YAiwZXok7OYvi7PY7NLVOgLdHxGEt0xWa+PpfCvwgIg4GDqV4bvtfZ0QM5AIcDfyw5fZ5wHmD2n/FGg8A7mm5/QAwN12fCzww7Brb1LwCOKHptQIzgP8BjqSY7Di13d/FEOubn/5RHQfcCKiJdaZa1gL7lJY16vUHZgG/IuXuddY5yLeT84B1LbfXp2VN1uiznEs6ADgcWEVDa01v0e6iOC/pzcAvga0RsT1t0pS/g0uAs4EX0+1X0sw6oThR9U2S7pC0NC1r2ut/IPAo8PX0Fv2rkmZSQ50O9iuK4r+OxnyUK2kP4LvAJyJip1OrN6nWiHghIg6jGOkcARw83IpeStLJwOaIuGPYtVR0bES8mSKa+Zikt7aubMjrP5XiJNuXRcThwDOU3jr2q85BNrENwH4tt+enZU1W6SzngyZpGkUDuzIivpcWN7LWHSJiK3ALxduy2ZJ2nKSmCX8HxwDvkbQWuJriLeWlNK9OACJiQ/q5Gbie4j+Hpr3+64H1EbEq3b6Ooqn1vc5BNrHbgQXpE5/pwPuAGwa4/17cQHF2c2jIWc4lCbgcWB0RX2pZ1cRa95U0O13fnSK7W03RzN6bNht6rRFxXkTMj4gDKP4u/yMiPkDD6gSQNFPSnjuuA+8E7qFhr39EbALWSTooLToeuI866hxw2HcS8AuKXOSvhxk8tqntKmAj8DzF/yJLKHKRlcCDwI+AvRtQ57EUQ/CfAXely0kNrfVNwJ2p1nuAz6XlrwVuA9YA3wF2HXatLTUvAm5sap2pprvT5d4d/44a+vofBoyl1/9fgb3qqNMz9s0saw72zSxrbmJmljU3MTPLmpuYmWXNTczMsuYmZmZZcxMzs6y5iZlZ1v4feQDHNwbL7OcAAAAASUVORK5CYII=\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 12 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 13 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 14 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 15 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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mlIFNxcyrG4/EzCxpbmJmljQ3MTNLmpuYmSVtKIP9fk2ibEIvHxj0Qx3PaTHIb+KxVjnzdipB/lQP8aueGc0jMTNLWuUmJmmapDsl3ZjfPlDSGknrJF0jaWZzZZqZlZvISOwsYG3H7S8CF0fE64FtwLI6CzMzq6JSJiZpIfBu4ELgk5IEHAe8P99kJXA+cFkDNfZdLwdZtzWr6kXx8ddxJu6mnp+JTtwteyzOwMaqmkW1RdWR2CXA2cCL+e19gO0RsTO/vRFYUG9pZmbddW1ikk4GtkbEHb3sQNJySSOSRp7d8WQvd2FmNq4qbyePAd4j6SRgN+AVwKXAXEnT89HYQmBT2S9HxApgBcBe818XtVRtZpbr2sQi4jzgPABJS4BPR8QHJH0HeC9wNbAUWNVcmTZqV7aPuV3lAOfJquNA7F70cqB6P05YUode8q3Usqp+mcw8sXPIQv51ZBnZ5fWUZGZW3YRm7EfErcCt+fWHgCPqL8nMrDrP2DezpA3lsZNNKOY3Tc2LqiMDm+gJSgY1x6uXE5YUtSUDK3K+VR+PxMwsaW5iZpY0NzEzS5qbmJklzcG+dQ3uixNsofsHDFUmqqYyMdXazSMxM0uam5iZJc1NzMySNpSZWDFrKZ7koiyrmegXJZZlQm394sSyzGuiup1FuwpnYNYLj8TMLGluYmaWNDcxM0vaUGZig9Kvg8QnqpeDyp2BWVt4JGZmSXMTM7OkuYmZWdKciVVUzHx6OcFuUS8nwhgE5132corzLPvNIzEzS5qbmJklzU3MzJLmJmZmSXOwT/cDwss0EfRX0S1kr6OOKkG+g/s0DDp07wePxMwsaW5iZpY0NzEzS5ozsQGq4wzX3e6zSkbmE3a0wzDkV03wSMzMkuYmZmZJcxMzs6Q5E6tJlSyqiQysGx+83Q7Ou5rjkZiZJc1NzMySVuntpKT1wFPAC8DOiFgsaW/gGuAAYD1weoTHzGbWXxPJxN4eEY913D4XWB0RF0k6N799Tq3V9UkTecUg8q8yzrcGwxlY/0zm7eSpwMr8+krgtElXY2Y2QVWbWAA3SbpD0vJ82byI2Jxf3wLMK/tFScsljUgaeXbHk5Ms18xsrKpvJ4+NiE2SXgncLOn+zpUREZKi7BcjYgWwAmCv+a8r3cbMrFeVRmIRsSn/uRW4HjgCeETSfID859amijQzG0/XkZik2cAuEfFUfv2dwBeAG4ClwEX5z1VNFmoZB/Xt5CB/cKq8nZwHXC9pdPtvR8QPJN0OXCtpGfAwcHpzZZqZlevaxCLiIeDQkuWPA8c3UZSZWVWesW9mSRvKA8BTyS+cf7VTKn8/w8IjMTNLmpuYmSXNTczMkjYUmVhbMwxnXmlo69+PZTwSM7OkuYmZWdLcxMwsaUORiQ2C8650OQNLi0diZpY0NzEzS5qbmJklzU3MzJI2FMF+MWTvJbh1UD91OchPm0diZpY0NzEzS5qbmJklbSgysSLnW8PL+Vc71Plv0CMxM0uam5iZJc1NzMySNpSZmA0PZ2CD0c/c2SMxM0uam5iZJc1NzMyS5kzMphRnYM1r2zxLj8TMLGluYmaWNDcxM0uam5iZJc3BviXNQX7zBhXkz3+u2nYeiZlZ0io1MUlzJV0n6X5JayUdLWlvSTdLejD/2a7PXc1sKFQdiV0K/CAiDgYOBdYC5wKrI2IRsDq/bWbWV10zMUlzgLcCZwJExHPAc5JOBZbkm60EbgXOaaJIM3D+1S+DyMCq5l9lqozEDgQeBb4u6U5JX5U0G5gXEZvzbbYA83ovw8ysN1Wa2HTgzcBlEXE48AyFt44REUCU/bKk5ZJGJI08u+PJydZrZjZGlSa2EdgYEWvy29eRNbVHJM0HyH9uLfvliFgREYsjYvGus15RR81mZr/TNROLiC2SNkg6KCIeAI4H7ssvS4GL8p+rGq3UzGrXVP41mYxroqpOdv04cKWkmcBDwIfIRnHXSloGPAyc3kyJZmbjq9TEIuIuYHHJquNrrcbMbII8Y9/MkuZjJ82GSBMZWD/zrzIeiZlZ0tzEzCxpbmJmljQ3MTNLmoN9sxrsVwi3H5358uub8nS34H7G2IPo23bmok6/2aVabR6JmVnS3MTMLGluYmaWNGXfotOnnUmPkh1nuS/wWN923LtU6oR0ak2lTkin1lTqhMnV+pqI2K+4sK9N7Hc7lUYiouxYzFZJpU5Ip9ZU6oR0ak2lTmimVr+dNLOkuYmZWdIG1cRWDGi/E5VKnZBOranUCenUmkqd0ECtA8nEzMzq4reTZpa0vjYxSSdKekDSOkmtOtmupK9J2irpno5lrTvLuaT9Jd0i6T5J90o6q8W17ibpNkl357V+Pl9+oKQ1+d/BNfnXng+cpGn5aQlvzG+3tc71kn4u6S5JI/myNr7+cyVdJ+l+SWslHd1EnX1rYpKmAV8G3gUcApwh6ZB+7b+CK4ATC8vaeJbzncCnIuIQ4CjgY/nz2MZanwWOi4hDgcOAEyUdBXwRuDgiXg9sA5YNrsQxziI7u/2ottYJ8PaIOKxjukIbX/9LgR9ExMHAoWTPbf11RkRfLsDRwA87bp8HnNev/Ves8QDgno7bDwDz8+vzgQcGXWNJzauAE9peKzAL+B/gSLLJjtPL/i4GWN/C/B/VccCNgNpYZ17LemDfwrJWvf7AHOBX5Ll7k3X28+3kAmBDx+2N+bI2a/VZziUdABwOrKGlteZv0e4iOy/pzcAvge0RsTPfpC1/B5cAZwMv5rf3oZ11Qnai6psk3SFpeb6sba//gcCjwNfzt+hflTSbBup0sF9RZP91tOajXEl7AN8FPhERY06t3qZaI+KFiDiMbKRzBHDwYCt6KUknA1sj4o5B11LRsRHxZrJo5mOS3tq5siWv/3Syk2xfFhGHA89QeOtYV539bGKbgP07bi/Ml7VZpbOc95ukGWQN7MqI+F6+uJW1joqI7cAtZG/L5koa/S67NvwdHAO8R9J64Gqyt5SX0r46AYiITfnPrcD1ZP85tO313whsjIg1+e3ryJpa7XX2s4ndDizKP/GZCbwPuKGP++/FDWRnN4eWnOVckoDLgbUR8aWOVW2sdT9Jc/Pru5Nld2vJmtl7880GXmtEnBcRCyPiALK/y/+IiA/QsjoBJM2WtOfodeCdwD207PWPiC3ABkkH5YuOB+6jiTr7HPadBPyCLBf560EGjyW1XQVsBp4n+19kGVkushp4EPgRsHcL6jyWbAj+M+Cu/HJSS2t9E3BnXus9wOfy5a8FbgPWAd8Bdh10rR01LwFubGudeU1355d7R/8dtfT1PwwYyV//fwX2aqJOz9g3s6Q52DezpLmJmVnS3MTMLGluYmaWNDcxM0uam5iZJc1NzMyS5iZmZkn7f4itom/boB1sAAAAAElFTkSuQmCC\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 16 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 17 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Step 18 over 20 .\n", + "DIP\n", + "Starting optimization with ADAM\n", + "Step 19 over 20 .\n", + "Projection\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "163.98600082400662\n" + ] + } + ], + "source": [ + "net_input_saved = net_input.detach().clone()\n", + "noise = net_input.detach().clone()\n", + "\n", + "i = 0 # iteration number\n", + "p = get_params(OPT_OVER, net, net_input) # network parameters\n", + "\n", + "\n", + "depart = False\n", + "\n", + "opt_dip = torch.optim.Adam(p, lr=LR_DIP) #optimiseur des poids\n", + "\n", + "import time\n", + "tps1 = time.perf_counter()\n", + "# Minimization\n", + "for k in range(2*n_alternance):\n", + " print('Step ', k, ' over ', 2*n_alternance,'.' )\n", + " \n", + " \n", + " if k%2 == 0 :\n", + " \n", + " if depart == True : \n", + " \n", + " print('DIP warmup')\n", + " optimize(OPTIMIZER, opt_dip, closure, 2*num_iter)\n", + " depart = False\n", + " \n", + " else : \n", + " print('DIP')\n", + " optimize(OPTIMIZER, opt_dip, closure, num_iter)\n", + " \n", + " else :\n", + " \n", + " if projection_bol :\n", + " print('Projection')\n", + " PROJECTION = torch.tensor(projection(out_LR, tens_l_64, tens_proba, couleur, k_proj).data.cpu().numpy()).to(device)\n", + " img_LR_var = PROJECTION\n", + " \n", + " plot_image(img_LR_var, opt, 'Projected image')\n", + " plot_image(torch.cat((0.5*torch.ones(1,1,64,64).to(device),img_LR_var[:,1:,:,:]), dim = 1), opt, 'Projected image')\n", + " \n", + " else :\n", + " print('No projection')\n", + " \n", + " if PLOT : \n", + " plot_image(torch.cat((tens_l_rs_norm,out_HR[:,1:,:,:]), dim=1), opt, 'Output DIP')\n", + "\n", + "tps2 = time.perf_counter()\n", + "print(tps2 - tps1)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "788e84c6", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 360x360 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_image(net(net_input), opt, r'$f_\\theta(z)$')" + ] + }, + { + "cell_type": "markdown", + "id": "e79a03af", + "metadata": {}, + "source": [ + "Convergence curves." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "430e4a12", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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pUf4E8G/bbeh0eQzAzGy8NK4EdhfAzKwijQDAF4KZmZUlEQC+HbSZWVUSAQC4C2BmVpJEAPgyADOzqiQCwMzMqpIJAF8IZmY2XhIB4CNAZmZVSQQA+EIwM7OyJALAg8BmZlVJBAD4LFAzs7IkAsAXgpmZVSURAADhQQAzs3GSCACPAZiZVSURAOAxADOzsiQCwB0AM7OqJALAzMyqkgkAjwGbmY2XRgB4FNjMrCKNADAzs4okAsCf/83MqpIIgAZfDGZmNiaJAPAQgJlZVRIB0OAOgJnZmCQCwDeDMzOrSiIAGtwBMDMbk0QAeAzAzKwqiQAwM7OqpALAp4GamY1JIgB8BMjMrCqJAGjw538zszFJBIAHgc3MqpIIgAYPAZiZjUkiAOQugJlZRVsBIOkMSdslDUi6vMn0UyXdLWlY0nmlabdKekLSV1rU/RFJe6bW/M6ERwHMzEZNGgCSasC1wJnAWuACSWtLs/0UuAi4sUkV1wBvbFF3H7Cqg/aamdkMaacHsA4YiIgHImIIuAk4tzhDROyIiC1AvbxwRNwG7C6X58FyDfDuqTR8KjwGYGY2pp0AOBJ4sPB6Z142XZcC6yPi4YlmknSJpH5J/YODg1NakYcAzMyq5mUQWNJzgdcDfzPZvBFxfUT0RURfb2/v7DfOzCwR7QTAQ8DRhddH5WXT8VLgGGBA0g5guaSBadZpZmYd6G5jnk3AsZLWkO34zwf+3XRWGhFfBZ7TeC1pT0QcM506J+LvAzAzq5q0BxARw2TH6zcC24CbI2KrpKsknQMg6SRJO8kO63xc0tbG8pJuB74AnCZpp6TTZ+ONtMODwGZmY9rpARARG4ANpbIrC883kR0aarbsKW3Uf2A77ZgqDwKbmVUlcSVwgy8EMzMbk0QAuANgZlaVRAA0eAzAzGxMEgHgMQAzs6okAqDBHQAzszFJBICvAzAzq0oiAMzMrCqpAAiPApuZjUoiADwIbGZWlUQANPjzv5nZmKQCwMzMxiQVAB4CMDMbk0QAyIMAZmYVSQTAKPcAzMxGJREA/vxvZlaVRAA0+HbQZmZjkggADwGYmVUlEQBmZlaVVAD4NFAzszFJBICPAJmZVSURAA3uAJiZjUkiAHwhmJlZVRIB0ODbQZuZjUkiANwBMDOrSiIAGvz538xsTBIB4A6AmVlVEgHQ4CEAM7MxaQSABwHMzCrSCAAzM6tIKgB8N1AzszFJBIAPAJmZVaURAHkCeBDYzGxMEgHQlSdA3QlgZjYqiQCo5QEwUncAmJk1tBUAks6QtF3SgKTLm0w/VdLdkoYlnVeadqukJyR9pVT+ubzOeyXdIGnJ9N5Ka11dWQC4A2BmNmbSAJBUA64FzgTWAhdIWlua7afARcCNTaq4Bnhjk/LPAccDLwYOAC5uu9Udyvf/7gGYmRW00wNYBwxExAMRMQTcBJxbnCEidkTEFqBeXjgibgN2NynfEDnge8BRU3kD7ah1eQzAzKysnQA4Eniw8HpnXjYj8kM/bwRubTH9Ekn9kvoHBwenug7AAWBmVrQQBoE/Cnw7Im5vNjEiro+Ivojo6+3tndIKxgaBp9xGM7NfOt1tzPMQcHTh9VF52bRJ+jOgF3jbTNTXSi2POfcAzMzGtNMD2AQcK2mNpB7gfGD9dFcs6WLgdOCCiJjVz+byaaBmZhWTBkBEDAOXAhuBbcDNEbFV0lWSzgGQdJKkncDrgY9L2tpYXtLtwBeA0yTtlHR6PuljwLOB70raLOnKGX1nBTWPAZiZVbRzCIiI2ABsKJVdWXi+iRZn8UTEKS3K21r3TOgaPQQ0V2s0M1v4FsIg8Kzr8iEgM7OKJAKgNnolsAPAzKwhiQBwD8DMrCqJAFiSnwc65AsBzMxGJREABy7Nxpuf2jc8zy0xM1s4kgiAlcuyANi91wFgZtaQRAC4B2BmVpVEAKzIA2CPA8DMbFQSAdDT3cXS7i52OwDMzEYlEQCQHQba4zEAM7NR6QTAsm6PAZiZFaQTAEu7efKZ/fPdDDOzBWPObsg23x7bs4+tP9vFPw08xiuPOXza9e0fqfPkM/vZvXeYp4eG2fXMMLv37mfPvmF2782e7947zK69wxy2ooffeGEvxz1nJUu7u+iSqEmjX1ZvZjYftJjuj9PX1xf9/f1TWvaj/2eAD966HYCPveFE+lYfymN79jFSDw5atoSnhoZ5at8IzwyN8NRQtlN/at8ITw8N8/M9Q/zsyb08smsvj+3Zx2O797GrjfGEnu4uDlrWzeNP7296G4olNdFT66KnO/tZ3tPNvv0jSKKri3FBUZOQsvsaSSAaj0B+qwsBPbUuurpgeCTo6hK9By7l4OVL6Kl10d2lfPl8/nz5nu6sI1ivB2hsXWrMM27+0rT8dTZdhfL8tcrl1eUpzj+6zonqVnUdwO33P8Y3tz3CH77qBRx5yAGsXNbN8p5ugkCIYPzvIKuxUX/z32GxfHS95e0/Ol+pXaX2Nn53jX85aexW5S01mxyMvpPyNhi/DcWSmqgHdGns/Q7X64zUg/0jwUg96OrK/m6k7O+jq7TtIxjddpGve2QkGIlg1fIlo38fc+WpfcMs7e6iu5bMAYxpk3RXRPRVylMJAIBrvzXANRu3d7xcT3cXRxy8jGevXEbvyqUcfmAPh65YyqoVS1i5rJueWo1Vy5ewcln2euWybg5c1s3S7hoAj+7eyx0P/IJHntzLvuERImC4HgyN1BkarrNveISh4TpPD42wbEkt+yeL7B9spB7URx+znXSQTc8eszY2yvaP1KnXobsmhkeCwT372PXMfoaG66P1Rb5AEKNtMZuKnlrXWGioetPF4l9WcVdTDOPx5TR9UZx//0iwvKfGsiW10bJiBI3Po/HhND7QW5W3/mAwfpnmwTeursryzetuVW+x/JNvXsfzDlvedJ2TaRUAyRwCArj4lDWsXNZNBOzdP8JzDl5GRHY4Z8XSbpb31EYfl/d0s6KnxvKl3SxfUpvW4ZpnrVzGOSc8dwbfycwaqQcCurpERBY0xYBpBAWl15UgmmBas/pG52mn7nHlhfli7It+RurBjp8/RZfEYSt62LNvePRGgEH2Kbih1U5n4p1XtQ1j7R5btty+xrRG+Hap8Em6Hi17HxN9NuuSmm7H4jarRzBcD2oSI4XtvKSWfdLPeoRd1CMYGq5Tz+dpzNvoOQGV3k6tq4vhkTq/eHqIej0Yqbe5c22xc6ONHXDj6e69w+wbHhn9gNVWmFDeni2WaRE6E9XdcplSA9r/O2u6+GhPfSYlFQBLu2tc+K9Xz3czFpxaV/EfTtTywxmL0QlHHzLfTTBbNHwQzcwsUQ4AM7NEOQDMzBLlADAzS5QDwMwsUQ4AM7NEOQDMzBLlADAzS9SiuhWEpEHgJ1Nc/HDgsRlszkxxuzrjdnXG7erMQm0XTK9tvxIRveXCRRUA0yGpv9m9MOab29UZt6szbldnFmq7YHba5kNAZmaJcgCYmSUqpQC4fr4b0ILb1Rm3qzNuV2cWartgFtqWzBiAmZmNl1IPwMzMCpIIAElnSNouaUDS5XO43qMlfUvSDyVtlfQf8/L3SnpI0ub856zCMu/J27ld0umz3L4dku7J29Cflx0q6RuS7s8fV+XlkvSRvG1bJJ04S216YWG7bJa0S9I752ObSbpB0qOS7i2Udbx9JL0pn/9+SW+apXZdI+lH+bpvkXRIXr5a0jOF7faxwjIvy3//A3nbp/UlEC3a1fHvbab/X1u06/OFNu2QtDkvn8vt1Wr/MHd/Y9k3Cf3y/gA14MfA84Ee4AfA2jla9xHAifnzlcB9wFrgvcBlTeZfm7dvKbAmb3dtFtu3Azi8VPZB4PL8+eXA1fnzs4CvkX1TzMnAnXP0u/sX4FfmY5sBpwInAvdOdfsAhwIP5I+r8uerZqFdrwG68+dXF9q1ujhfqZ7v5W1V3vYzZ6FdHf3eZuP/tVm7StM/BFw5D9ur1f5hzv7GUugBrAMGIuKBiBgCbgLOnYsVR8TDEXF3/nw3sA04coJFzgVuioh9EfH/gAGy9s+lc4FP5c8/Bby2UP7pyNwBHCLpiFluy2nAjyNioov/Zm2bRcS3gV80WV8n2+d04BsR8YuIeBz4BnDGTLcrIr4eEcP5yzuAoyaqI2/bQRFxR2R7kU8X3suMtWsCrX5vM/7/OlG78k/xvwf8w0R1zNL2arV/mLO/sRQC4EjgwcLrnUy8E54VklYDLwXuzIsuzbtxNzS6eMx9WwP4uqS7JF2Slz07Ih7On/8L8Ox5ahvA+Yz/x1wI26zT7TMf2+0tZJ8UG9ZI+r6k/yvplLzsyLwtc9GuTn5vc729TgEeiYj7C2Vzvr1K+4c5+xtLIQDmnaQDgS8C74yIXcB1wAuAlwAPk3VB58OvR8SJwJnAf5B0anFi/klnXk4Tk9QDnAN8IS9aKNts1Hxun1YkXQEMA5/Lix4GnhcRLwXeBdwo6aA5bNKC+72VXMD4Dxlzvr2a7B9GzfbfWAoB8BBwdOH1UXnZnJC0hOyX+7mI+BJARDwSESMRUQc+wdghizlta0Q8lD8+CtySt+ORxqGd/PHR+WgbWSjdHRGP5G1cENuMzrfPnLVP0kXAbwN/kO84yA+x/Dx/fhfZ8fXj8jYUDxPNSrum8Huby+3VDfwu8PlCe+d0ezXbPzCHf2MpBMAm4FhJa/JPlecD6+dixfnxxb8DtkXEhwvlxWPnvwM0zk5YD5wvaamkNcCxZANPs9G2FZJWNp6TDSLem7ehcRbBm4AvF9p2YX4mwsnAk4Vu6mwY98lsIWyzwvo62T4bgddIWpUf/nhNXjajJJ0BvBs4JyKeLpT3Sqrlz59Ptn0eyNu2S9LJ+d/phYX3MpPt6vT3Npf/r78F/CgiRg/tzOX2arV/YC7/xqYzir1YfshGz+8jS/Mr5nC9v07WfdsCbM5/zgI+A9yTl68Hjigsc0Xezu1M8yyDSdr2fLIzLH4AbG1sF+Aw4DbgfuCbwKF5uYBr87bdA/TNYttWAD8HDi6Uzfk2Iwugh4H9ZMdV3zqV7UN2TH4g/3nzLLVrgOw4cOPv7GP5vK/Lf7+bgbuBswv19JHtkH8M/C35haEz3K6Of28z/f/arF15+SeBPyzNO5fbq9X+Yc7+xnwlsJlZolI4BGRmZk04AMzMEuUAMDNLlAPAzCxRDgAzs0Q5AMzMEuUAMDNLlAPAzCxR/x/ewu6xVEUsqgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 432x288 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(range(len(total_loss_hist)),total_loss_hist)\n", + "plt.title('total loss Eq. (4)', fontsize = 20)\n", + "#plt.savefig('total_loss.pdf') \n", + "plt.show()\n", + "plt.plot(range(len(tv_c)),tv_c)\n", + "plt.title(r'$TV_\\gamma (f_\\theta(z))$', fontsize = 20)\n", + "#plt.savefig('TV.pdf') \n", + "plt.show()\n", + "plt.plot(range(len(mse_list)),mse_list)\n", + "plt.title(r'$ \\sum_{x\\in {\\cal G}} \\|\\| C(d(f_\\theta(z)))(x) - c_{i^*}(x) \\|\\|^2$', fontsize = 20)\n", + "#plt.savefig('dataterm_chrominance.pdf') \n", + "plt.show()\n", + "plt.plot(range(len(luminance)),luminance)\n", + "plt.title(r'$||L(f_{\\theta}(z))-y_{0}||^2$', fontsize = 20)\n", + "#plt.savefig('dataterm_luminance.pdf') \n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "ff802d43", + "metadata": {}, + "source": [ + "Results " + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "1ed519a2", + "metadata": {}, + "outputs": [], + "source": [ + "from pickle import *\n", + "\n", + "f = open(Variables/variables, 'rb')\n", + "out_ab_256 = load(f) \n", + "tens_l_rs = load(f).to(device) \n", + "tens_l_orig = load(f).to(device)\n", + "tens_proba = load(f).to(device)\n", + "tens_proba = load(f).to(device)\n", + "\n", + "f.close()\n", + "\n", + "tens_l_rs_norm = (tens_l_rs)/100\n", + "\n", + "AB_moy_256 = ((out_ab_256/110+1)*0.5).to(device)\n", + "MOY = torch.cat((tens_l_rs_norm,AB_moy_256), dim = 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "0ed15b5f", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/fpierre/anaconda3/lib/python3.9/site-packages/torch/nn/functional.py:3631: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n", + " warnings.warn(\n", + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x1080 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x1080 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "out_HR = net(net_input)\n", + "\n", + "plot_image(torch.cat((tens_l_rs_norm, out_HR[:,1:,:,:]), dim=1), opt, r'$ f_\\theta(z)$', size = 15)\n", + "plot_image(MOY, opt, 'CIC', size = 15)" + ] + }, + { + "cell_type": "markdown", + "id": "caf9e12b", + "metadata": {}, + "source": [ + "In the following, the chrominance channels are displayed to qualitatively justify the proposed approach. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "ed82cb0d", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def dansRGB(x):\n", + " \"\"\"\n", + " Rescale RGB image into [0,1]^3\n", + " \"\"\"\n", + " if x>1:\n", + " return 1\n", + " return x\n", + "\n", + "FONCTION = np.vectorize(dansRGB)\n", + "\n", + "\n", + "from skimage.transform import resize\n", + "\n", + "def save_image(image, opt, file_name, size = 5, h=256, w=256) :\n", + " \"\"\"\n", + " Save LAB image\n", + " \"\"\"\n", + " \n", + " mim.imsave(file_name, resize(FONCTION(lab2rgb(image, opt).data.cpu().numpy()[0,...].transpose((1,2,0))), (h,w)))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "10627484", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "data": { + "image/png": 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1WN8y9Jjk6x7uNK3iDp/fmJ/HGBftzn9JyjMekXntV1LAp4pET8lbclmbrlM78ZXpkWr0yAq1XLHsAviSx8iWsi+2/w1y1cZU7tdxxyw1Dy6uaypLIY+RUfdcr1puj/CnPCfsKRGcic9Nt+YOqai5BY65rnp++eR1lB0JX9LZ++LJJCvLpuvPyrIWUMsN2z0ZvS6Knvm1JvVWc/qzWRfp+92wj8D1CBngOs85YeUKAAAAAABgArxcAQAAAAAATOA0ssC9l+9nLx2qZeizLlHem1EBwr0ZXUTvyX//Tf+OQJ2lzztRzxveHhu7mj25PZtB+je+3XYLrG8kqs7Flz8vqxXfVpiyXQvLsdyh0LoClqWAS1lgriHynI1Jn2obiSpu/7a5HMfy+lu5Yaxdi2dxrKRZvmusefQZyivu3+s8Zz5h2sklsUrypseort3ek9rp0zer6N9ZrbLK5dxhNyTX51Xul1Rdo2iTTS/xzL0zwwce5S723K1+ces+v0JZuQIAAAAAAJgAL1cAAAAAAAATOI0ssIRPGFTP83ZolyLtKYyaWf9ezKz/Hn3UWmfP/XIP9NL9zBaf5+zXblD2WEn5TJqJA3ktC7TMvGOUnKVWh81T3vhWOf+9/P35F8dPQgpYkzKp61JuYX3sJo/WJpZlRsu/Pf0XO2SJPdelVpqnbj36esZeuf+8MlZPW9b5PX02Nvdod8maeM7jkNjuK5f3ylJwty3J1v2/7P3bv/NfM4mi6m+fQ1+tRg+u23j5TdbMbVmj/3faPr+oRks9atNuHRrgydtT35K282TlCgAAAAAAYAK8XAEAAAAAAEyAlysAAAAAAIAJnDrmymfU+9YQmvqh3Mfhs1Qda+We53hEpI63/T5z4Pb8QXx+j7EzGrUw04bWW4unL2381GWRP//O5vdYqfvw90tbD9as3PPPy2m0FXgeT/Vk46TS82aal++2Lcfz2Jxlb5o8SZxXLMdNVJ3bY/mPms21JasnlfsyP99lLvV5T1Tudp56LJtNp+KEjpmJ9os39OGb+9rvfW99OmawPEbW94tnLIzOWKotPbF0Y+TjWN97Pot6beV+rWzRMI/zxCTXmbnNUds5j9bHyhUAAAAAAMAEeLkCAAAAAACYwKllgeemzRbSX9K9hVrt+KSAM8ttZ3QR/N5Xpc0MuQ+vDPeIvhi3h9W07ujutVIP4vOalE5KAVM5Td1KvUwurFnONsL+3VmHaltun16W661kfZn8z343Zuvux5yp9L/32UH7aqvJh8pla7ll+/nmEkn7+bLO1rK98jHvHeepsceQeXRzl9HrP8q2JFdd4+V3PXe/3i6gHVvWUiancihiVlZ7fn3Odq4uz28vuY1kMF3sF8Xaa9sw5OWW5+r63KFs/e/LXOlm+3l5574RWLkCAAAAAACYAC9XAAAAAAAAE3goWeC9lzLviXcRey8PGP8ybpsb1biMcj8ewU+nR6TUc14z+2L0ms+UDLZKBGt4hTVa2qU+90oMPS3Td3JWdirfx7X6c6lMWTbzlN4X07yUpdz+ytSdC7fdz2qMu3SJ/LZfY/HwtX773Xb713JPlUNJufZ7us4TUvZQ69keUfARv0Lm1VGTnubyudF/Z29tc1r89WSOlcxrbCTlfbG4X7KKPL9bzPwWl66lt++uLkmsfkIo6WU+Pz6FnG2JrE86ORfPnNrTFn22PgdWf51tY46VKwAAAAAAgAnwcgUAAAAAADCBU8sC91yu3EuqMNd5ZNu1pqekPo+tnmX4t4m3L+ddPV+etexjO90jXqPWe2y2XNIj5VPpa/nVhqG1OpS0y+sq55EfajnKwhlLyAKVxK/ucnUxn9qyav5f2hlN5WjP75XlOUZm5UbMJZoqe80JriwB8rRx1PmtVOIH5rqE3VCbEN9/fvO2YKY7pbqudd/P7Tp9c4+WY9n0SymbyCOrHxOXL8e4HJeOU7mE99lXT+HzL46v5jxz/1O9UbBHPmedZWsCao9bohYU7+va2055HlHXbln3fhsyl2HlCgAAAAAAYAK8XAEAAAAAAEzgdLLAo5xL5m7gd7T4YLl0uy0n0rlnSAHPJMMYo7X99z9fLdvw+BR577cjpLP3djHM8brKWXybakrJnZC91H2ltuV7ysVvmS6msvyuR1YoN6+Mpo9SzUdR5M/Sa5GZksz5JW8TBd7JkX+VRo2l8oivOcHln3vkZzV6xM773KVqLNx/TvYyU9TcU5/nF0JfEMFWqdeq/Kw8J/bIurRbYq0sx1Mp2jbmc+ol3mSCViL4nP3ctrK+fI1DbiJsmhWjnpPz1re6Ai57aX9Xwdp1Uc6R2lHS194jJIKsXAEAAAAAAEyAlysAAAAAAIAJnE4WONdtT/MYjmljrXyEc+xp1+i4OGtf1PDdF30eaZ7ce92L996609Nje44XLb+zaG8ki3WQuohyl7LAS7qKPEoi6KUsz/ALjZWsTf/V7hZYb0HpuNVFcImW5S1Lvha/U5KfmpNbfs2PEt4resaFcr9rS9/HPfzSevxNe+rxjsUPn67919rwBC0sz6o8J/k3Pe5xWDR5sk2/tyWCIeTugU+mrKd0+7l9iV+SbUyZU2p5HrpUHFTnSt5s/6t71+MUqUp9KaH8+ZgUcLQtKxq7lZUrAAAAAACACfByBQAAAAAAMAFergAAAAAAACZwupirvfCakHrxqJ39dXi0y+OG6R6U3nkmjxjz1IPP9NgX6bRXn3ljniz3iHm772YHOXlsT3tvZJEHSXzutGK/CB2+Oo5pOfrKMQ2KpY49itbp2KBQTLPM75tfa1buvviOPLcntqdj9NsQDnuOqRxPsUTFDqTs2i+rbI2zstfOP0OV62j/N9vx+OA9Y5v2YTy+/BhzbPWpnXvUiMnjpJ6a69ebM4zGGWnL8ZCdV+v2EPknNv7qXfjKF8dP4RZzFcOni/zlOrP+NttYxLict20/b8dMeekbbdu/MHpmm73irFa7gwzAyhUAAAAAAMAEeLkCAAAAAACYwEcjC6yLO0blV0rUcIyUr7WO2WKCkQX5ewgz9qrf36/e5fkxqUNrqT0GwKr2j0X6ORdly16Whrx8pyzTt49f/va0yieD1FJAO96jSFMryydTiqIeNS699t+ecV2Xo3ikgGvRlaNSw1IadLTleu25V/5OyZT6JPzjIrvtctvLvsf2Fvux/A2l5Gf204s51s89nwzYfqMlzLlNu5q7ludS/m7cZvz217vw2RfHn6Tb8eeZLbu2mVfbKzwt+uLZLb+cQ0+/+K3Yt+d0KZuu3bqxraweWLkCAAAAAACYAC9XAAAAAAAAE3jTssAemVbPYv2wm9QgrQuZXqHDEdKu2S6Obb5Yx10trxjI0rrYPirrG+XxpYDzRoNy+6vnKefP3P4WEpClTLCtFp8cpoaSAio5h/33vBQXdSTVZ9uOXct6dH4vPS5hoqTsvFSu/N85U1T9Z3Ps7ybqpzaremTzPlll+ww/m7a29P0GGeWYgIC0mLF605RytaKlw76QjXzuEnmGde+3Ap6MRPBd+DxL9Wx+ll/FnKzcYF/+vqW7dsxX+7Hdacu5zvtbyZPGzqm1OnvKLsHKFQAAAAAAwAR4uQIAAAAAAJjAm5YF5ovAPgGWd+X3aGe08wgd7oNqV20ZeaxkTZ+4oZzrqOuaMyqtuaeQ9P4oyZ+SaS0lK56Nf7XbXzuZRG+lCd4useaY5ZHTKGlQfUPirJGbbVyn80hAepwTy6xcGJPaxNeev5VIOt0GpWPa9gbQeUm1NLPF2h/HvPDY9PyiUZIzld/3TOmb47bL8t7t+/0esrLA9+Y4lwU+ZZsKbzsyXtJzlv9iNhW+TnQO9PRLTRCsqKfZnsez/FH+4WLm9WblCgAAAAAAYAK8XAEAAAAAAEzgdLLAvWRpdYc8JdvQrWldcBx3hfs48C03jzng1OQBY1I6X621zVPby5qXR98TNY4fvaNXwiNaqcn6ctemYI6dbk7pWsyjyh2VAtbl0W2lL/tCSf5yKaFNUZbFhbBwD5TOgXntedv0d2VqT4VtmVQm11xIc3JXx9t5Zu5dUY24JbZfys6Raylfm89Wraz2jTXbR2zfLHJv39dR9po7xyR+fbSJatfPQM94rTlolufRmZvCKuo1KDfW23zxlN4Hy1O8yQRrGy/fylrKzu29fJMFzvsFU2Ps3h+/u3y/DY8YF6xcAQAAAAAATICXKwAAAAAAgAnwcgUAAAAAADCB08Rc7a2Y9ts9llOO24Pel2P0tprx/vNqaefV74lTqo2c1vite0c5HRXBMBoNM1qWp4Q8/qlmpV7W+j/Z46Tza5v1kTOu5Vj0huOi50lqsQ7lmAhl176Mu1B58raU++6FWgzS7Rtbow8bW2Xrr9Un4kOk5Xotvtdj8a/jAlvjr2rXWH/e8++0fZtabH9+D84aOX2PWLR20+7aWC6Xq8doEmXl89AYdh5Y7mZRny8/pLnNHdaWffm3jUt9zuKnyjG1L3+rObLHmrzRCr2D4RFqmnjvOCsLK1cAAAAAAAAT4OUKAAAAAABgAqeRBe5BVQ7jWIaeaU5676XTel+MlaZoM2et55opmfPKxFr3mfeKaRT7Llpvj0Z/e7dbetx4b5dZqWt8cXy+/Fsfl+3WX8relnl5bcVbpQ7VMSqGSHLcE/5aa1tdjNnC+3JrO2cpOpL25yZJQZzzxXdR11ms7zVlGe/nShrULpe0ttF5/z2Ft09tHjmrFPAebPdFPr9dF9/d/tZStEv21/Jb/V0bnns0E9stqrMyQZnHHF8WssB36WbFfo23n+hXc/71UbktO6+JkOei5IO+33n5VW39ReZjr75g5QoAAAAAAGACvFwBAAAAAABM4M3JAv1CEeu2crzr0BGCAr28rmmV1myXeA68MquZ1+Uo971W9jr7+5zjthuSFmxp2YRy9Ft+J4+Tzl93vPuAR76Vp/NIBK+Lv31CC988qq5FktdoWYuV0hkJTCpLhurnW66n7vBnXQFtT9ljp2tp1OdZTL/4O5cleiTsyzFm2+zJY8fk8yLdjatrxPieMN4RDvdk3tWw42opC7xmElNPnUtZofpLuQieZ5RdFvfbU/jMHN/6xcoCr5V1EZ9TaPtvQ48sr+c3QBJz9Z7op66uv7VlrFwBAAAAAABMgJcrAAAAAACACbw5WaBfnLC/iMnnV3aURHAsj7eNredSc8nK65/ncHgeQcC+6OvXs5ngPulnOnL6JVPqeNtlqZYnJC02GEPPauoaj26YmIwFlj2ttcOeul+D+EunSpkbVnJ8XhO4PsvvbmlyadEllaV0Sf0bZPQ+bWydFq+jZavz37LO7XRRSB/XtdhrMdO9a6aIulb/Xvfo26cumfL0q1fSu83y3k3CSU+7zS3HeOtY9rXfM6qW52I3EdbOgVYuuJBIpltfXMw8vj0jHsfo3TbzbvWOxdY6WbkCAAAAAACYAC9XAAAAAAAAE3goWWCrcEBJVnrwbnfZ48Q2vkmnLvlWbnvJe8nneiSGSV7L40V+XrnkmYQme7VlL/nfuFywJusrf+c5fuGIK9vuvja3Xfs4OPklGMYZKztFLYtbbtasSpbfxNompR8Y7W+fLC3K8/RKBEfGQn6NrDPZPC+tJWeaocb9dNvr93DUs85bj8eVbgw7X9TkrT7h92hb1Od14XhrydY98Cl8bj7/xBy/M8fL+/V+vzxGfaTXs1i70+pZYOUKAAAAAABgArxcAQAAAAAATICXKwAAAAAAgAk8VMxVq4nqTOVtX5xQT+nzFKTKULdew7ExTHUddbktKharXs8+nHPP933xxTvW/26tZSRmqzbGfBbCs62ht+3L+yJFfPEJe+G3Gd+mJ3ZVn7O1gLYWxkvD+GdzvH39q2NSXNjsGknr/rwAa9WcHz8XP+9D22THrpGp8PTlvY2aZ87kvigUdf3ybQC8kd9exuLH1DXTo8V+c1l8czv/5IrxW64LqHWCHuv9KFKJeyT2jF4dD29/09j4K2vLnuKTSZ/nfzY/633PgT1/uajztM/ADiv0uJ2n53fuzGjLzZWrGONviDH+8Rjjv2M++xExxm+JMf7R1///8NfPY4zx18QYvy3G+IdijH9RY3sAAAAAAAAeEo8s8DeGEH7a4rNfEUL43SmlHx9C+N2vf4cQwk8PIfz41/++IYTwT85pJgAAAAAAwLnZlAWmlP6NGOOPXXz8s0MIP+X1+DeFEP71EMIvf/38N6eUUgjh98QYf1iM8csppe/eqqfdsPK+eORgdfnaXhbK2/TZZfYIdTwlje7Ufh7uMT5nLmOPMtO+vEeGm3/etylCOdWe0lMlQfGVO3MbBy1u8V67HgmOpzWmj4wcJKX83wYz+/Ysdywe1/9lsSzFk7boi1NMYvh4x6tHChgGpYBx0Uvl43WuUqpUfSIeIQX0ch4ht5aenjMUfj2nts099ef+U/G7pOaBsLz31V9leW3K6qu1s0y+zc/sbQjsPVa2Zb+mW/ufY34ul2y+2JZr+u88z/Oxpy/2uid9TzS/LLGtnb138deYF6bvCSF8zevx14YQvsOk+87XzwAAAAAAAN40w/9E8rpK1fzPTjHGb4gxfmuM8Vvf/8D3jTYDAAAAAADgrvS6BX7vB7lfjPHLIYQ//vr5d4UQvs6k+9Gvn61IKX1jCOEbQwjhB3/569Nt+VLLZEYWIkd3jq7hcekalUkdx3a7jhJTnLWHZtJ3jt4rsJfz5HYar1tdjyDAJ+trL3emVNcvedqupy79tPPl6PmbPELKtpavlWUnPXJNixagaGnQ1Uh9cimgdR+zsjrtFngRYyFrf+VUokhm5YJZ7SvnQFunbddzMc2qfvmNcqXT/dp+X3nb9THM8DXKo1xJ4cYZfW743AJ7fpFpaZZ2sVSl5S2x8r2aGE6Und+koi2jv1R918XKGi9yTljKiMvnvL7H+xl9atZGu3ZrLJMqaZJzLGna8vT28DeHEH7h6/EvDCH8S+bzv+HVNfAvCSF8nyfeCgAAAAAA4NHZXLmKMf7WEMJPCSH8yBjjd4YQ/v4Qwq8OIXxTjPEXhxD+WAjh574m/x0hhJ8RQvi2EMIPhBB+0Q5tBgAAAAAAOB0et8CfL776qYW0KYTwS8aaVNtcbUap++Y/jxeRH9XOI87l3sIQpzhA5tlXoNe20d1asrVNj0OdR/5XW96feS8uhV2eWnwbB89jtC+PQ/spHVO7cqIrCyzSwqLvmqz8z5Zl5TQm/eLK5Nu12ueQ2sjV5l/K7cr6v5iUk1ee/yIdApUTmpYVaoc/JZNpl/Xp+7Be3hiemdgryT3maa3u8ZkyrWWNPtQ8rvtPPW2UVDjP650Vy5/WR5TH1a5yv0T76UwpWft4U8+HfE7L545YnRfqrfK3Zi/af5GNuzX6aL165/T8BAAAAAAAeDB4uQIAAAAAAJhAr1vgdDxLe0eLZur1PYror5/RM5y9td4ezPVPmlFTf0n1GpQ8YNuBx1/W8YxKNHscz0bxeWn5XPj87qT9bfHikZiOSjjy8Vr7t8Fya6wUcO2JV3bTSkaW55dx3r67pOfNNHHl+GXr9EgBtYvjckvl7baMMuaOucYjYvKVO88PdAZ7idDH0NLF9jyK9TzQ1hdr4Wk5nCRlY9/KhrWU7r35WZxtH242MBcqwsLfPaNsW6Lpvfd9EvjaU/Dop/pYfd7AiJ5NoFtbxsoVAAAAAADABHi5AgAAAAAAmMCJZIFnp7YoOFNS0V675fz9+BbocabazrEudea42i5hVM7gzdFzLiPimLX/UFkcNPfebfcXVfK/msxDS8Z8+X31e2l1t6ylLF+j6garRrYTU2tZSy+xssNeXq52+8tlfeWNe3Nqbn/bcqB1X5algKr/YvUOa/UUne3Q1/9Uu794v+a2NzqTWUafSalw5K2j4ujpnklar3FNAFYeY0tXPctz+LRcS1kJmFUYV03fdtFUG76/pFJS/ZrboUhn5Ys73QztIywEPScdw5hY0gcrVwAAAAAAABPg5QoAAAAAAGACvFwBAAAAAABM4DQxV3uQpKYczornKvUoz0fJozZ67K+3z6xm6eoZv+PaZZ/a/j53Ulmv7ok06OmVuv25OvbZp2tNfjm2xh9zpdrSHrPVg9LU62u0zDFzlKmyanFS9lj1i7FYD+9N+vfB4ouz8sagePqlVt9ed8morfoYvpLWEZdjtXiiNWpxVp5/zx4d+2P51Zy0bHu+XcHoFgseas+n7VjEvP3LcxmZe2rxXyq+1xd/pXpmrxjs2nX0/DpYp2mLw30UPO1n5QoAAAAAAGACvFwBAAAAAABM4M3JAtWy5vJzj8yqZk2tbSW9Uos2C+hHXEb1GPj22XjeFy35ajcjr117LTNTdtLLMaokBWXb3ZlGubPxySJtei0J9sj3bJpLLX9K5c8r8rOLTOeZk3qMkseom3SrsVweo/Vz9EirxmaMukTyWjy28r+n8JXi50tZnmdeqNlUe65lvS+37df97CUKbrcPfwR5/3hveUto3V5Do37dpPBkjpdSula8c53nvHxj5Cqki8sarE37sznn3GbdK/su0yOdzJ/V29LHWovOf+dstbFNxlwvqyZl9OTfhpUrAAAAAACACfByBQAAAAAAMIFTywJ7lrR7JE9z8dZ0f/+1Ekf4P3mFQbPq60XVox3aNDVRaWv9Xtqlr+PpzkLNBc+ei5XoeY5DCOGSro48VmK2yO+Sd3ikZHq+67liyhEz/7xdXq3d+kZdzWrOh6p+m34p1yzL/55SWQp4CZ9X6tiW5Xklkj3Og+POoZ56jnELbPcv63E8U/m910hJtUeptWX7F476bVSrR7sA1mYYNd95f4Vty7RUei+x0pZLeP7i+F26ffc+2r4o1+9vSbn+tdTal67crsV3Uc1Do7+O7/GLwCN3PKZdnnuclSsAAAAAAIAJ8HIFAAAAAAAwgVPLAr3MXOx8BHp8dtp97O7v5LeXuKIvf7sU0EPdia383X6SH81Z7yslpculfzket75M4pe0219eVlkac6k6yY3hc4TUNXqkgD0yqVY31JZ0qi25c6OVbt4kP09Gyve02Pg3k/ylcp5L+KxYx9pJzTMT2zS1MaLSKcnPUZzpadFT27zZ+/7C/u0W1MeIZyzVZLgeGatvvKpnXU3WqDYIrnnpalSdvvGSOQxG/RTX5Xrq0fN7mjgvjEruZuY3ak15Xj0hJ/6nW1v7WbkCAAAAAACYAC9XAAAAAAAAE3gTskDLOT341rQ6ZXmXJJW0Z08/mJF+vo9bXbtkabukuqzPszyeKqlGx3J7/trZ7EOP65Ia495NgLXET7va6c2C96cupylLRepyGps/iL/a/bs8ck1/W+zntetipXzvi8eXTOJ3Sx9CCE/JSgY/M9+UZU71OXlMYqmdvdS/h97jaeeRPM2uR6FHzD71zSj73gJrPXuWU3vdOZXDnpexOdVufGznhLrvYtkt0SuQzL5zZar0t+uka26Dt0+u2Xyxz3jzSv/avFy3y2tLczysXAEAAAAAAEyAlysAAAAAAIAJ8HIFAAAAAAAwgdPEXM1STc7cM35PG1elqR9Vrs9UniuW7RopezTOZjZtJqj1z9ttUFWkircFx/SMtuz25K6l0Wfcmj+Ps/LGTJnjZNP76LPO347N8fb3ftEcvvizWpRhK/l1ucU8ZbFUqWKlbmIt7PG79Jn5/BZjtc5vy1axbD3Ysmr/tum5x5Xl9VE4ramHbcI99dv7RaU5G/PuWP27wWe/rlOM3sftltl9lEtMcow8Zemu5qdwiuX4q7ws9bnGzl15ubV5oGyrrtulY676Yp5GUdff+bmwX+976qg5Yh9YuQIAAAAAAJgAL1cAAAAAAAATOI0ssIRvD+0+WvP37PzsZ1uYmNss+3Ira+pR6ibdbT3rbddMy/S9GN0N3c+ZpS4v9Mg9a/k942QvSWztfsuFPV7Zgb2vPfK/cpp1unY8xrn+OjwC65rE8CZzuzikgE9OWZ+1WM+t2Jf5b3/HTHLXI8Ntk8N488+cx70yGV+d+rqqdKot3nr6pIBnskK3ePpFP3l956/lY3mqMXnv3Oegul7LGdKmu927yfzEvRop4EoWGJ+K6YKwMlcSwVWLzR/v45dc+XNuBViJX34ueX773bMoW8klvajxtg6N8Bz77Ns9eep2+6qOfeYBVq4AAAAAAAAmwMsVAAAAAADABE4nC/QuQo/s2b5OV3aDqpXWulhel9KVP1d7a9fFKD1Obh6nnVp+m6etZ/zCmjF5wqgLo7fGnDPJThTzXBjv7/yoxvESJWMYHRnzRpYWL3lnkvaalHOiX/JVLtdK/JQL4PLvLE8qS/SsC2AIuUzwSbgCxsxFMHcbtN8t22ZTlVjPleUr2DMP+WRa/tLKOWotU9/1yNb38sN9q7RfV/X5bPmTR5ql83rxSI2X35SlgDVZYHJIAUMSzoNx+UvFOPSZr/L69S+6/HdL2V3Uuhs+L37GP2cSx9H1k5kOe8r5sNaXbRwR/uGFlSsAAAAAAIAJ8HIFAAAAAAAwgdPIAkdldq20uy4tRRT7bEimF/d1La15Rp3c6uzjFtiDknveQ/72CDy+4Eb7+OV45YPb+WvijqOZ6Q7qLUtJ+S7Cba9WbrYJdLJl3eR61jkwLmR9F+EK+BQ+M6k80r9cguNzqtRiuJqASZen0vnc7jziu5lSae9G2Z4W1Ochz/nXvQ/vSeszqX5d5kkBRx0Cc+a5a+al1mbb8qa8uZOeOg5a8qfqzDYaXkoMb9/lskTfWsayvFL+9/GTL44/D59k6ZZ/t9Aj16w5VUr5n6izLuFXkmxdv+IIZ2dWrgAAAAAAACbAyxUAAAAAAMAETiML3HuRzr9Z7bbLUwg1VzzfAn8M25KIi1Mq4XEI7JEJ9Ukft50HeySOY7XvKz+0tdyXHrfCec59XmlQTz3e8dOKz12zVt+29Lbv3puH22k0lZ38bPufFg59F6fM7gP57Lr0kSs7AWYbAhu537v0lUVbbvI/6/yXb85s57T83xa1NEq54nl7toxf/lYeozVnVt+IU+X6nA/9tWw/E72iwvz67XWXqNrXrdnKU3/Wtbr0+mR1/n45p2xd31f6HD15lrWELNW29NY62T0b6d3zQobX7tCnJY7XeDu2roCfh09vx/F2HEII742ssP1uHbun/E/KssSypbxSWWca0axcAQAAAAAATICXKwAAAAAAgAnwcgUAAAAAADCB08RcnZF6rEQ5Hqumg/eU3RM/peI7vPk9mngvKk6rL+Ztm2XbWxXDM+N3aur8HsYjClLhaD9m2n+v2SfOylPfsl06f4+qfey8fJGf2uxW2afnxzquymdTXm7Lsixrv27T5Vbsn5nPcyv2vDwV/1WLhyl/54nH8DIaEzp+F4xZmafKfXFj+W+22/FjNerxYCOMPvfUuai4vGXZnnPpibPyxhnp71rR49dr2X2R393S1OLKLpXvSq1a/gbatqK3sVXvTczTMuZKY8aFjTNKui+eTfyUrfMr4UtfHH8W8pirmahr1n6H+D5fomLGzhRbpWDlCgAAAAAAYAK8XAEAAAAAAEzgTcgCfUIHbfvbg5b16TpV/lb79JpMSUsEdX2e5dYec1e1pOuXg9TkFes0y3rydF5UX26lLv11JovQ7R7Ys42jYp4ec+Ib7XI9r2RmzIxb0zOOPfPIU0WKp2SB41byVuJn7q+0lO6V56tMlpi09E/Pdz2S5DEpoJLT1J4ItRJa6Zmvbnl1W5QIu/6sa29Z/s3I3e83h25N026lPkrNfjz/RuUZoybss6m2r9dyGwSfxLE227ZZsa/bWM5zjbefyNYK3UoBr/Em3Xst/HaYVSN+D8S8L67BY7/+STH9knwWK/fx6HitlzX2G2jmb5Kjf4OxcgUAAAAAADABXq4AAAAAAAAm8CZkgX2Lmu17V3vqVA55fjmPR+K3zN+eJ6fV8atW0qgkwSeFbMvdLr1c5/GMkWWOMdlI66isl7vdFu8dsZfoJafnnvRJOj3yP2/+HmaKdtT9Lp3/0nOwPBnJnZICeqWPHmGYFfJd4iKH6ZgoHQrL57XOoxzqaiLobSmgd7YYfb546JvTR6V0ivYZ2icy662nlT3P2XL0v2e3y2N1/loq9W3Zxa8mC1THNUdEn1viRRzn7bkKhz4r0ct6ctGtViZ4VXLD7HMtC3xv5IefRetWeKtjPYtty//8Ln4qj5Jb1v6OxUMlXZzPMb9cPsDKFQAAAAAAwAR4uQIAAAAAAJjAaWSBH5YGj1q480hzetoyLj8r51HyH2+6HjnPuHypLAEZLWv7U389PddFSSW8S+p+F8G2Zfy639j2Vc7LOnYJfY3PsWx8E2jrXlf+fDbt842W9lj3PXksHAGXf0fpEOi9y9rkxeu2PBePo9zQOJc45vJBj3Og1wlOSWe9jlvtDnnH459Jbp/e/m22fh+OSBR78F1XT6tGvQbHGeujPqfPsTNLQn6XFne/RkkJdX4lC1T35VKWaF0BPw9f9cWxlQVauZ7dBHjp1mclf1ZimKfTEsn31iHQtCuXAvoc+jRtcr8lHhfC9Xflz+tsPy31byPPE9VXWw+sXAEAAAAAAEyAlysAAAAAAIAJnEYW+IHkXJRvW/j00yPr66nfs0HwuCzQ4nUO3MbbF+pa3kNw5l0gjs2X2SensTIC6yJYX7oup1PyvbU7oedemidZ8roV7iVDHZXEeu83X1t8giKfJNgnC4wOiV+fDFbjG1W3VE/h8y+O36XPslRP4f0Xx5lEMFm54C1NXLkFbssCc3xyx1bJkbeW6Lo/8zrzcmvX0is9rtdRSzfqPtfTl546R+cO7zw0t1+388zsow8ljpA/k+xGukoK6HMLTFn+8vF6htleJ6i5FSpXwOdoHQK3XfhKf5fa/JzJBfNNiJ+N2+CzkBV6Jck+t0D3r6Pi59W+iOV0uo26fo+g2ysFPOI3KCtXAAAAAAAAE+DlCgAAAAAAYAInkQXGL5bz/JIzm7stvTdPfeNe1ZZtuZ+3Hi0N6slvPk9HuVQd71SUl+VhnkyqJstLps/zZfBUSl5N53cbLBetpbft7jp5HWPXzt/frTIvLaNtr0N/55Hkrr/z1vkhrxZOZPe7HlaL3EpuqvL7JMk2nXUFfEo3WeBTWMoCPzd5rCugkgLmskDfKO2RNNfkTOs061rmSW9rdeYl++7YeW2podwGe2RunudruwBormRophTQm3uvsZ/XkqdTroB2Q14rq3sqpnlJ91ROt9xo3NUy20gx9qJvE2M7j9q21CS9Vqr9XkgBrSOg3XT45bu9pIBjY0xLAXVZHimi361wnpjPI2fveWewsHIFAAAAAAAwAV6uAAAAAAAAJsDLFQAAAAAAwAROEnOVG7x+oG5O26a93tOOWcUnjMZJedKvvkvb5a774qhYmVaOt2+vRU5s5VjrjW37RZxVFpe1zG+Oo/hcHG99V6rfplrqs4+KzlDoe0wd++6Xi+l0q5VXx+uyPXGRPabN+9inr6+rijbxjZ68nWX7dxs/ZeOqajFXUdivbz0VttO1zyTKAroeK7AdZ2Wvxew5uf08e+7w7WfVOscl+6tUe1+MpJoJeqJS23PMnBO9MSjtMa49Y9/mWf5bvI2tsnFCn3xx/Gwszm1sUVrYj+exRfl3tjUfqM+JNuC0PD+t89y+s/NVNl6d8VvvRb88izirzxc/w6/NMVPLu2f7N7T3iWLTedq1jJFrjfOqxWx5sNe+9htG1TnzPmblCgAAAAAAYAK8XAEAAAAAAEzgJLLAFEoLcn1SsHYpmUda5M2v5UR6sX/USt0jR+o5L6897Uz7dF1HD0cI2MrSv1rtSfy1Xt4336XyUr+SC67SmeOaOEKXptK10yryefl7eyxfsjRa1melgE+ZZO1aPK630yMLHKMmH1PS03xcBZNmjOW9nvezkQUm26/vi8e53C+ES7KW69aK3V6LdpmX3npAo6SAqgfX8pVtEUoU12jJTCP38bm6RwpYPoNRGa2nXbMZF+i2C3l7c/aiZbBL+/Sy/O85GimglcJVrdiVrXsZr4xWyZOXEkFdj5Un2/vVSv9y7Dlb+/VnIx/M7dZrsr7t+Wb9uyE/g/Ln5bLq3439BvHVUUvXyjLHvN8tnpJYuQIAAAAAAJgAL1cAAAAAAAATOIkssLzM5l3U88hx/G5/7VI6+92TUybklfyV07dLDL3yAs/SZ+1c7s+oS9hIfn1dtHyrnOblb7EMb46vSZdrl+ut9CCXN9g0NbalVd7lfU+quvysTQp4WdxTFyH/exJud0fJcXK2JX7LdJmM1Lg2xYm35/K6WKmNlfXlUsDPTfrPi+lfyraywPK16HN/8wk6tBxKSWPqYmlVy/axlgz63bPK4zeJu7zmpOYptyZvVvmPkvIptJhqpsRvzIVwJv7xase4dbv7JFiew5dux0YKaNPVpICqbSmTBZYl0cvRqu7RfB5Xc4pG3Xsp6n55b35Wv4/mOOuLMefGvrmnXFbtc+08uD0/1trVI1FsZS2hLx9787fCyhUAAAAAAMAEeLkCAAAAAACYwOlkgXa5bv3mpyRz5eOaFE7L/1QanxTPSo4uYkPfUnlb5dby9mw8rOhZCj2XLFAxzyVLjwSNxw3Lu4xtJRHlLTnXH1wyiWCZWllKNJPLNnzuZxavjPei7jEh/6u5Bd5f8nfDI0L1jrdcwuGTOek5Tsmb89FzyTb73d4s+CIkgsv8vntES1jy9vvkNLmESW142jNitvt1dH6qu6cpuavtb5W3XHo5XTm9mhdqo9JXzyjtLpIz6REittdRk2yVv8s3BL7J/d4bGWAIS1fAp+JxckrhtOTNtquGSReV02e5Pi8pa8utjufFz+j3mYti+fzrEj+VTrWr1mZ7vD0P1p77arPg+iw2r/0een6beetuLY2VKwAAAAAAgAnwcgUAAAAAADCBU8gCY7hJB+peIz45VSm9Xxa4/fnybyVN8m4i7GtzTcrUlqcuIclbs5WiVqePmlSgNZUue6boY9Qla9yFplxnVTYhJII+7zL9Xd+5bPdFTRb4lKws0B6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9SPMyqGO9UiI1d3us7Z82rxdpGiXlr6tK1U8764/lvCM7+3O5umT2WnXXFQ5w/K/bxeJrgtO/q9ZL/DTVpuR3/71H12+E1PVzXnubJPnQDXclcHtteuXU6x2btb/du039hulaMj1lnXzni5krAAAAAMiAwRUAAAAAZDCatMBrk3FDpQOtnmzsK9Wg+XRnyoRy/tY222LpO5KnJxgsXn+otKz1UPS3TBu73RG9XZvHejYWp0DMX2d4ZW/jgObqUgw7WnXyx/SZSv226qtP6JZm1V3zSxNStjWcbreTGW+f1Od3UMNeOfHl9WnM9enJ3d/Z0DGX77wwcwUAAAAAGTC4AgAAAIAMHFF+4tT2PyS9K+lWSf8s3BxsTMQeSiH2UBLxh1KIPZSSK/a+EBGfX7twFIOra2wfi4idpduBjYfYQynEHkoi/lAKsYdS+o490gIBAAAAIAMGVwAAAACQwdgGV8+WbgA2LGIPpRB7KIn4QynEHkrpNfZGdc0VAAAAAKxXY5u5AgAAAIB1icEVAAAAAGQwisGV7Qdsv237rO0nSrcHy8/2OdsnbB+3faxa9jnbv7P9t+r/W0q3E+uf7YO2L9s+ObVsZqx54sdVX/iW7bvLtRzrXU3s/cD2harvO277oannvlfF3tu2v1am1VgGtrfa/r3t07ZP2f5OtZy+D72aE3uD9X3FB1e2b5D0E0kPStohaY/tHWVbhQ3iKxGxMnWvgyckvRYR2yW9Vv0NdPWCpAfWLKuLtQclba/+7ZV0YKA2Yjm9oOtjT5J+VPV9KxFxVJKq793dkr5YrfPT6vsZaOMjSd+NiB2S7pW0r4ox+j70rS72pIH6vuKDK0n3SDobEX+PiP9IOiRpV+E2YWPaJenF6vGLkr5erilYFhHxB0n/WrO4LtZ2SfpZTPxZ0mdt3zZIQ7F0amKvzi5JhyLiakS8I+msJt/PQGMRcTEi/lo9/kDSGUlbRN+Hns2JvTrZ+74xDK62SHpv6u/zmn8QgBxC0m9t/8X23mrZ5oi4WD1+X9LmMk3DBlAXa/SHGML+KvXq4FT6M7GHXti+Q9Jdkl4XfR8GtCb2pIH6vjEMroASvhQRd2uSirDP9penn4zJPQq4TwF6R6xhYAck3SlpRdJFSU8XbQ2Wmu2bJb0s6fGIuDL9HH0f+jQj9gbr+8YwuLogaevU37dXy4DeRMSF6v/Lkl7VZAr40rU0hOr/y+VaiCVXF2v0h+hVRFyKiI8j4r+SntP/01+IPWRl+yZNfty+FBGvVIvp+9C7WbE3ZN83hsHVm5K2295m+xOaXFR2pHCbsMRsf8r2p689lvRVSSc1ibtHq5c9KumXZVqIDaAu1o5I+mZVOeteSf+eSqEBOltzHcvDmvR90iT2dtveZHubJoUF3hi6fVgOti3peUlnIuKZqafo+9Crutgbsu+7scvKOUTER7b3S/qNpBskHYyIU4WbheW2WdKrk8+fbpT084j4te03JR22/W1J70r6RsE2YknY/oWk+yXdavu8pO9L+qFmx9pRSQ9pckHth5K+NXiDsTRqYu9+2yuapGOdk/SYJEXEKduHJZ3WpNrWvoj4uECzsRzuk/SIpBO2j1fLnhR9H/pXF3t7hur7PEl5BQAAAAB0MYa0QAAAAABY9xhcAQAAAEAGDK4AAAAAIAMGVwAAAACQAYMrAAAAAMiAwRUAAAAAZMDgCgAAAAAy+B+dsANUyJzEIgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "<Figure size 1080x1080 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1080x1080 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plot_image(torch.cat((0.5*torch.ones(1,1,256,256).to(device), out_HR[:,1:,:,:]), dim=1), opt, 'Chrominance of f_theta', 15)\n", + "plot_image(torch.cat((0.5*torch.ones(1,1,256,256).to(device), MOY[:,1:,:,:]), dim=1), opt, 'Chrominance of CIC', 15)\n", + "\n", + "\n", + "#save_image(torch.cat((0.5*torch.ones(1,1,256,256).to(device), out_HR[:,1:,:,:]), dim=1), opt, 'Chrominance de f_theta.png', 15,image.shape[0], image.shape[1])\n", + "#save_image(torch.cat((0.5*torch.ones(1,1,256,256).to(device), MOY[:,1:,:,:]), dim=1), opt, 'Chrominance de CIC.png', 15,image.shape[0], image.shape[1])\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "fbaf8246", + "metadata": {}, + "source": [ + "Saturation histogram" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "287fc9b7", + "metadata": {}, + "outputs": [], + "source": [ + "AB_moy_256 = ((out_ab_256/110+1)*0.5).to(device)\n", + "MOY = torch.cat((tens_l_rs_norm,AB_moy_256), dim = 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "0039ca35", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x720 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "saturation_finale = rgb2hsv_torch(lab2rgb(net(net_input),opt))[0,1,:,:]\n", + "saturation_finale = torch.reshape(saturation_finale, (-1,))\n", + "\n", + "\n", + "saturation_moyenne = rgb2hsv_torch(lab2rgb(MOY,opt))[0,1,:,:]\n", + "saturation_moyenne = torch.reshape(saturation_moyenne, (-1,))\n", + "\n", + "\n", + "def saturation(image):\n", + " global dansRGB\n", + " img_rgb = lab2rgb(image,opt).data.cpu().numpy()\n", + " FONCTION = np.vectorize(dansRGB)\n", + " img_rgb_corr = torch.tensor(FONCTION(img_rgb))\n", + " img_hsv = rgb2hsv_torch(img_rgb_corr)\n", + " satur = img_hsv[0,1,:,:]\n", + " satur = torch.reshape(satur, (-1,))\n", + " return satur.data.cpu().numpy()\n", + "\n", + "saturation(MOY) \n", + "\n", + "xmin = 0\n", + "xmax = 1\n", + "\n", + "plt.figure(figsize = (20,10))\n", + "plt.hist(saturation(net(net_input)), bins = 100,histtype='step', label ='DIP',range=[xmin,xmax], alpha = 1, color = 'blue')\n", + "plt.hist(saturation(MOY), bins = 100,histtype='step', label ='Mean of CIC', range=[xmin,xmax],alpha = 1, color = 'black')\n", + "plt.legend()\n", + "plt.title('Histogram of saturation')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fb7b0458", + "metadata": {}, + "source": [ + "Save final result." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cd1c5a92", + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/fpierre/anaconda3/lib/python3.9/site-packages/torch/nn/functional.py:3631: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n", + " warnings.warn(\n", + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x1440 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<Figure size 1440x1440 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "img_finale = torch.cat((tens_l_orig/100, F.interpolate(out_HR[:,1:,:,:], size=(tens_l_orig.shape[2],tens_l_orig.shape[3]), mode='bilinear')), dim=1)\n", + "img_finale_CIC = torch.cat((tens_l_orig/100, F.interpolate(MOY[:,1:,:,:], size=(tens_l_orig.shape[2],tens_l_orig.shape[3]), mode='bilinear')), dim=1)\n", + "plot_image(img_finale, opt, 'Final result', 20)\n", + "plot_image(img_finale_CIC, opt, 'CIC', 20)\n", + " \n", + "mim.imsave(output_path, FONCTION(lab2rgb(img_finale,opt).data.cpu().numpy()[0,...].transpose((1,2,0))),\\\n", + " (tens_l_orig.shape[2],tens_l_orig.shape[3]))\n", + "\n", + "#mim.imsave('jellyCIC.png',FONCTION(lab2rgb(img_finale_CIC,opt).data.cpu().numpy()[0,...].transpose((1,2,0))),\\\n", + "# (tens_l_orig.shape[2],tens_l_orig.shape[3]))\n", + "\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "604f38b8", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/models/__init__.py b/models/__init__.py new file mode 100644 index 0000000..f4d121e --- /dev/null +++ b/models/__init__.py @@ -0,0 +1,32 @@ +from .skip import skip +from .texture_nets import get_texture_nets +from .resnet import ResNet +from .unet import UNet + +import torch.nn as nn + +def get_net(input_depth, NET_TYPE, pad, upsample_mode, n_channels=3, act_fun='LeakyReLU', skip_n33d=128, skip_n33u=128, skip_n11=4, num_scales=5, downsample_mode='stride'): + if NET_TYPE == 'ResNet': + # TODO + net = ResNet(input_depth, 3, 10, 16, 1, nn.BatchNorm2d, False) + elif NET_TYPE == 'skip': + net = skip(input_depth, n_channels, num_channels_down = [skip_n33d]*num_scales if isinstance(skip_n33d, int) else skip_n33d, + num_channels_up = [skip_n33u]*num_scales if isinstance(skip_n33u, int) else skip_n33u, + num_channels_skip = [skip_n11]*num_scales if isinstance(skip_n11, int) else skip_n11, + upsample_mode=upsample_mode, downsample_mode=downsample_mode, + need_sigmoid=True, need_bias=True, pad=pad, act_fun=act_fun) + + elif NET_TYPE == 'texture_nets': + net = get_texture_nets(inp=input_depth, ratios = [32, 16, 8, 4, 2, 1], fill_noise=False,pad=pad) + + elif NET_TYPE =='UNet': + net = UNet(num_input_channels=input_depth, num_output_channels=3, + feature_scale=4, more_layers=0, concat_x=False, + upsample_mode=upsample_mode, pad=pad, norm_layer=nn.BatchNorm2d, need_sigmoid=True, need_bias=True) + elif NET_TYPE == 'identity': 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import Downsampler + +def add_module(self, module): + self.add_module(str(len(self) + 1), module) + +torch.nn.Module.add = add_module + +class Concat(nn.Module): + def __init__(self, dim, *args): + super(Concat, self).__init__() + self.dim = dim + + for idx, module in enumerate(args): + self.add_module(str(idx), module) + + def forward(self, input): + inputs = [] + for module in self._modules.values(): + inputs.append(module(input)) + + inputs_shapes2 = [x.shape[2] for x in inputs] + inputs_shapes3 = [x.shape[3] for x in inputs] + + if np.all(np.array(inputs_shapes2) == min(inputs_shapes2)) and np.all(np.array(inputs_shapes3) == min(inputs_shapes3)): + inputs_ = inputs + else: + target_shape2 = min(inputs_shapes2) + target_shape3 = min(inputs_shapes3) + + inputs_ = [] + for inp in inputs: + diff2 = (inp.size(2) - target_shape2) // 2 + diff3 = (inp.size(3) - target_shape3) // 2 + inputs_.append(inp[:, :, diff2: diff2 + target_shape2, diff3:diff3 + target_shape3]) + + return torch.cat(inputs_, dim=self.dim) + + def __len__(self): + return len(self._modules) + + +class GenNoise(nn.Module): + def __init__(self, dim2): + super(GenNoise, self).__init__() + self.dim2 = dim2 + + def forward(self, input): + a = list(input.size()) + a[1] = self.dim2 + # print (input.data.type()) + + b = torch.zeros(a).type_as(input.data) + b.normal_() + + x = torch.autograd.Variable(b) + + return x + + +class Swish(nn.Module): + """ + https://arxiv.org/abs/1710.05941 + The hype was so huge that I could not help but try it + """ + def __init__(self): + super(Swish, self).__init__() + self.s = nn.Sigmoid() + + def forward(self, x): + return x * self.s(x) + + +def act(act_fun = 'LeakyReLU'): + ''' + Either string defining an activation function or module (e.g. nn.ReLU) + ''' + if isinstance(act_fun, str): + if act_fun == 'LeakyReLU': + return nn.LeakyReLU(0.2, inplace=True) + elif act_fun == 'Swish': + return Swish() + elif act_fun == 'ELU': + return nn.ELU() + elif act_fun == 'none': + return nn.Sequential() + else: + assert False + else: + return act_fun() + + +def bn(num_features): + return nn.BatchNorm2d(num_features) + + +def conv(in_f, out_f, kernel_size, stride=1, bias=True, pad='zero', downsample_mode='stride'): + downsampler = None + if stride != 1 and downsample_mode != 'stride': + + if downsample_mode == 'avg': + downsampler = nn.AvgPool2d(stride, stride) + elif downsample_mode == 'max': + downsampler = nn.MaxPool2d(stride, stride) + elif downsample_mode in ['lanczos2', 'lanczos3']: + downsampler = Downsampler(n_planes=out_f, factor=stride, kernel_type=downsample_mode, phase=0.5, preserve_size=True) + else: + assert False + + stride = 1 + + padder = None + to_pad = int((kernel_size - 1) / 2) + if pad == 'reflection': + padder = nn.ReflectionPad2d(to_pad) + to_pad = 0 + + convolver = nn.Conv2d(in_f, out_f, kernel_size, stride, padding=to_pad, bias=bias) + + + layers = filter(lambda x: x is not None, [padder, convolver, downsampler]) + return nn.Sequential(*layers) \ No newline at end of file diff --git a/models/dcgan.py b/models/dcgan.py new file mode 100644 index 0000000..a4e9927 --- /dev/null +++ b/models/dcgan.py @@ -0,0 +1,34 @@ +import torch +import torch.nn as nn + +def dcgan(inp=2, + ndf=32, + num_ups=4, need_sigmoid=True, need_bias=True, pad='zero', upsample_mode='nearest', need_convT = True): + + layers= [nn.ConvTranspose2d(inp, ndf, kernel_size=3, stride=1, padding=0, bias=False), + nn.BatchNorm2d(ndf), + nn.LeakyReLU(True)] + + for i in range(num_ups-3): + if need_convT: + layers += [ nn.ConvTranspose2d(ndf, ndf, kernel_size=4, stride=2, padding=1, bias=False), + nn.BatchNorm2d(ndf), + nn.LeakyReLU(True)] + else: + layers += [ nn.Upsample(scale_factor=2, mode=upsample_mode), + nn.Conv2d(ndf, ndf, kernel_size=3, stride=1, padding=1, bias=False), + nn.BatchNorm2d(ndf), + nn.LeakyReLU(True)] + + if need_convT: + layers += [nn.ConvTranspose2d(ndf, 3, 4, 2, 1, bias=False),] + else: + layers += [nn.Upsample(scale_factor=2, mode='bilinear'), + nn.Conv2d(ndf, 3, kernel_size=3, stride=1, padding=1, bias=False)] + + + if need_sigmoid: + layers += [nn.Sigmoid()] + + model =nn.Sequential(*layers) + return model \ No newline at end of file diff --git a/models/downsampler.py b/models/downsampler.py new file mode 100644 index 0000000..1f591ec --- /dev/null +++ b/models/downsampler.py @@ -0,0 +1,168 @@ +import numpy as np +import torch +import torch.nn as nn + +class Downsampler(nn.Module): + ''' + http://www.realitypixels.com/turk/computergraphics/ResamplingFilters.pdf + ''' + def __init__(self, n_planes, factor, kernel_type, phase=0, kernel_width=None, support=None, sigma=None, preserve_size=False): + super(Downsampler, self).__init__() + + assert phase in [0, 0.5], 'phase should be 0 or 0.5' + + if kernel_type == 'lanczos2': + support = 2 + kernel_width = 4 * factor + 1 + kernel_type_ = 'lanczos' + + elif kernel_type == 'lanczos3': + support = 3 + kernel_width = 6 * factor + 1 + kernel_type_ = 'lanczos' + + elif kernel_type == 'gauss12': + kernel_width = 7 + sigma = 1/2 + kernel_type_ = 'gauss' + + elif kernel_type == 'gauss1sq2': + kernel_width = 9 + sigma = 1./np.sqrt(2) + kernel_type_ = 'gauss' + + elif kernel_type in ['lanczos', 'gauss', 'box']: + kernel_type_ = kernel_type + + else: + assert False, 'wrong name kernel' + + + # note that `kernel width` will be different to actual size for phase = 1/2 + self.kernel = get_kernel(factor, kernel_type_, phase, kernel_width, support=support, sigma=sigma) + + downsampler = nn.Conv2d(n_planes, n_planes, kernel_size=self.kernel.shape, stride=factor, padding=0) + downsampler.weight.data[:] = 0 + downsampler.bias.data[:] = 0 + + kernel_torch = torch.from_numpy(self.kernel) + for i in range(n_planes): + downsampler.weight.data[i, i] = kernel_torch + + self.downsampler_ = downsampler + + if preserve_size: + + if self.kernel.shape[0] % 2 == 1: + pad = int((self.kernel.shape[0] - 1) / 2.) + else: + pad = int((self.kernel.shape[0] - factor) / 2.) + + self.padding = nn.ReplicationPad2d(pad) + + self.preserve_size = preserve_size + + def forward(self, input): + if self.preserve_size: + x = self.padding(input) + else: + x= input + self.x = x + return self.downsampler_(x) + +def get_kernel(factor, kernel_type, phase, kernel_width, support=None, sigma=None): + assert kernel_type in ['lanczos', 'gauss', 'box'] + + # factor = float(factor) + if phase == 0.5 and kernel_type != 'box': + kernel = np.zeros([kernel_width - 1, kernel_width - 1]) + else: + kernel = np.zeros([kernel_width, kernel_width]) + + + if kernel_type == 'box': + assert phase == 0.5, 'Box filter is always half-phased' + kernel[:] = 1./(kernel_width * kernel_width) + + elif kernel_type == 'gauss': + assert sigma, 'sigma is not specified' + assert phase != 0.5, 'phase 1/2 for gauss not implemented' + + center = (kernel_width + 1.)/2. + print(center, kernel_width) + sigma_sq = sigma * sigma + + for i in range(1, kernel.shape[0] + 1): + for j in range(1, kernel.shape[1] + 1): + di = (i - center)/2. + dj = (j - center)/2. + kernel[i - 1][j - 1] = np.exp(-(di * di + dj * dj)/(2 * sigma_sq)) + kernel[i - 1][j - 1] = kernel[i - 1][j - 1]/(2. * np.pi * sigma_sq) + elif kernel_type == 'lanczos': + assert support, 'support is not specified' + center = (kernel_width + 1) / 2. + + for i in range(1, kernel.shape[0] + 1): + for j in range(1, kernel.shape[1] + 1): + + if phase == 0.5: + di = abs(i + 0.5 - center) / factor + dj = abs(j + 0.5 - center) / factor + else: + di = abs(i - center) / factor + dj = abs(j - center) / factor + + + pi_sq = np.pi * np.pi + + val = 1 + if di != 0: + val = val * support * np.sin(np.pi * di) * np.sin(np.pi * di / support) + val = val / (np.pi * np.pi * di * di) + + if dj != 0: + val = val * support * np.sin(np.pi * dj) * np.sin(np.pi * dj / support) + val = val / (np.pi * np.pi * dj * dj) + + kernel[i - 1][j - 1] = val + + + else: + assert False, 'wrong method name' + + kernel /= kernel.sum() + + return kernel + +#a = Downsampler(n_planes=3, factor=2, kernel_type='lanczos2', phase='1', preserve_size=True) + + + + + + +################# +# Learnable downsampler + +# KS = 32 +# dow = nn.Sequential(nn.ReplicationPad2d(int((KS - factor) / 2.)), nn.Conv2d(1,1,KS,factor)) + +# class Apply(nn.Module): +# def __init__(self, what, dim, *args): +# super(Apply, self).__init__() +# self.dim = dim + +# self.what = what + +# def forward(self, input): +# inputs = [] +# for i in range(input.size(self.dim)): +# inputs.append(self.what(input.narrow(self.dim, i, 1))) + +# return torch.cat(inputs, dim=self.dim) + +# def __len__(self): +# return len(self._modules) + +# downs = Apply(dow, 1) +# downs.type(dtype)(net_input.type(dtype)).size() diff --git a/models/resnet.py b/models/resnet.py new file mode 100644 index 0000000..e532fe9 --- /dev/null +++ b/models/resnet.py @@ -0,0 +1,96 @@ +import torch +import torch.nn as nn +from numpy.random import normal +from numpy.linalg import svd +from math import sqrt +import torch.nn.init +from .common import * + +class ResidualSequential(nn.Sequential): + def __init__(self, *args): + super(ResidualSequential, self).__init__(*args) + + def forward(self, x): + out = super(ResidualSequential, self).forward(x) + # print(x.size(), out.size()) + x_ = None + if out.size(2) != x.size(2) or out.size(3) != x.size(3): + diff2 = x.size(2) - out.size(2) + diff3 = x.size(3) - out.size(3) + # print(1) + x_ = x[:, :, diff2 /2:out.size(2) + diff2 / 2, diff3 / 2:out.size(3) + diff3 / 2] + else: + x_ = x + return out + x_ + + def eval(self): + print(2) + for m in self.modules(): + m.eval() + exit() + + +def get_block(num_channels, norm_layer, act_fun): + layers = [ + nn.Conv2d(num_channels, num_channels, 3, 1, 1, bias=False), + norm_layer(num_channels, affine=True), + act(act_fun), + nn.Conv2d(num_channels, num_channels, 3, 1, 1, bias=False), + norm_layer(num_channels, affine=True), + ] + return layers + + +class ResNet(nn.Module): + def __init__(self, num_input_channels, num_output_channels, num_blocks, num_channels, need_residual=True, act_fun='LeakyReLU', need_sigmoid=True, norm_layer=nn.BatchNorm2d, pad='reflection'): + ''' + pad = 'start|zero|replication' + ''' + super(ResNet, self).__init__() + + if need_residual: + s = ResidualSequential + else: + s = nn.Sequential + + stride = 1 + # First layers + layers = [ + # nn.ReplicationPad2d(num_blocks * 2 * stride + 3), + conv(num_input_channels, num_channels, 3, stride=1, bias=True, pad=pad), + act(act_fun) + ] + # Residual blocks + # layers_residual = [] + for i in range(num_blocks): + layers += [s(*get_block(num_channels, norm_layer, act_fun))] + + layers += [ + nn.Conv2d(num_channels, num_channels, 3, 1, 1), + norm_layer(num_channels, affine=True) + ] + + # if need_residual: + # layers += [ResidualSequential(*layers_residual)] + # else: + # layers += [Sequential(*layers_residual)] + + # if factor >= 2: + # # Do upsampling if needed + # layers += [ + # nn.Conv2d(num_channels, num_channels * + # factor ** 2, 3, 1), + # nn.PixelShuffle(factor), + # act(act_fun) + # ] + layers += [ + conv(num_channels, num_output_channels, 3, 1, bias=True, pad=pad), + nn.Sigmoid() + ] + self.model = nn.Sequential(*layers) + + def forward(self, input): + return self.model(input) + + def eval(self): + self.model.eval() diff --git a/models/skip.py b/models/skip.py new file mode 100644 index 0000000..0ebe15c --- /dev/null +++ b/models/skip.py @@ -0,0 +1,100 @@ +import torch +import torch.nn as nn +from .common import * + +def skip( + num_input_channels=2, num_output_channels=3, + num_channels_down=[16, 32, 64, 128, 128], num_channels_up=[16, 32, 64, 128, 128], num_channels_skip=[4, 4, 4, 4, 4], + filter_size_down=3, filter_size_up=3, filter_skip_size=1, + need_sigmoid=True, need_bias=True, + pad='zero', upsample_mode='nearest', downsample_mode='stride', act_fun='LeakyReLU', + need1x1_up=True): + """Assembles encoder-decoder with skip connections. + + Arguments: + act_fun: Either string 'LeakyReLU|Swish|ELU|none' or module (e.g. nn.ReLU) + pad (string): zero|reflection (default: 'zero') + upsample_mode (string): 'nearest|bilinear' (default: 'nearest') + downsample_mode (string): 'stride|avg|max|lanczos2' (default: 'stride') + + """ + assert len(num_channels_down) == len(num_channels_up) == len(num_channels_skip) + + n_scales = len(num_channels_down) + + if not (isinstance(upsample_mode, list) or isinstance(upsample_mode, tuple)) : + upsample_mode = [upsample_mode]*n_scales + + if not (isinstance(downsample_mode, list)or isinstance(downsample_mode, tuple)): + downsample_mode = [downsample_mode]*n_scales + + if not (isinstance(filter_size_down, list) or isinstance(filter_size_down, tuple)) : + filter_size_down = [filter_size_down]*n_scales + + if not (isinstance(filter_size_up, list) or isinstance(filter_size_up, tuple)) : + filter_size_up = [filter_size_up]*n_scales + + last_scale = n_scales - 1 + + cur_depth = None + + model = nn.Sequential() + model_tmp = model + + input_depth = num_input_channels + for i in range(len(num_channels_down)): + + deeper = nn.Sequential() + skip = nn.Sequential() + + if num_channels_skip[i] != 0: + model_tmp.add(Concat(1, skip, deeper)) + else: + model_tmp.add(deeper) + + model_tmp.add(bn(num_channels_skip[i] + (num_channels_up[i + 1] if i < last_scale else num_channels_down[i]))) + + if num_channels_skip[i] != 0: + skip.add(conv(input_depth, num_channels_skip[i], filter_skip_size, bias=need_bias, pad=pad)) + skip.add(bn(num_channels_skip[i])) + skip.add(act(act_fun)) + + # skip.add(Concat(2, GenNoise(nums_noise[i]), skip_part)) + + deeper.add(conv(input_depth, num_channels_down[i], filter_size_down[i], 2, bias=need_bias, pad=pad, downsample_mode=downsample_mode[i])) + deeper.add(bn(num_channels_down[i])) + deeper.add(act(act_fun)) + + deeper.add(conv(num_channels_down[i], num_channels_down[i], filter_size_down[i], bias=need_bias, pad=pad)) + deeper.add(bn(num_channels_down[i])) + deeper.add(act(act_fun)) + + deeper_main = nn.Sequential() + + if i == len(num_channels_down) - 1: + # The deepest + k = num_channels_down[i] + else: + deeper.add(deeper_main) + k = num_channels_up[i + 1] + + deeper.add(nn.Upsample(scale_factor=2, mode=upsample_mode[i])) + + model_tmp.add(conv(num_channels_skip[i] + k, num_channels_up[i], filter_size_up[i], 1, bias=need_bias, pad=pad)) + model_tmp.add(bn(num_channels_up[i])) + model_tmp.add(act(act_fun)) + + + if need1x1_up: + model_tmp.add(conv(num_channels_up[i], num_channels_up[i], 1, bias=need_bias, pad=pad)) + model_tmp.add(bn(num_channels_up[i])) + model_tmp.add(act(act_fun)) + + input_depth = num_channels_down[i] + model_tmp = deeper_main + + model.add(conv(num_channels_up[0], num_output_channels, 1, bias=need_bias, pad=pad)) + if need_sigmoid: + model.add(nn.Sigmoid()) + + return model diff --git a/models/texture_nets.py b/models/texture_nets.py new file mode 100644 index 0000000..2ea306a --- /dev/null +++ b/models/texture_nets.py @@ -0,0 +1,79 @@ +import torch +import torch.nn as nn +from .common import * + + +normalization = nn.BatchNorm2d + + +def conv(in_f, out_f, kernel_size, stride=1, bias=True, pad='zero'): + if pad == 'zero': + return nn.Conv2d(in_f, out_f, kernel_size, stride, padding=(kernel_size - 1) / 2, bias=bias) + elif pad == 'reflection': + layers = [nn.ReflectionPad2d((kernel_size - 1) / 2), + nn.Conv2d(in_f, out_f, kernel_size, stride, padding=0, bias=bias)] + return nn.Sequential(*layers) + +def get_texture_nets(inp=3, ratios = [32, 16, 8, 4, 2, 1], fill_noise=False, pad='zero', need_sigmoid=False, conv_num=8, upsample_mode='nearest'): + + + for i in range(len(ratios)): + j = i + 1 + + seq = nn.Sequential() + + tmp = nn.AvgPool2d(ratios[i], ratios[i]) + + seq.add(tmp) + if fill_noise: + seq.add(GenNoise(inp)) + + seq.add(conv(inp, conv_num, 3, pad=pad)) + seq.add(normalization(conv_num)) + seq.add(act()) + + seq.add(conv(conv_num, conv_num, 3, pad=pad)) + seq.add(normalization(conv_num)) + seq.add(act()) + + seq.add(conv(conv_num, conv_num, 1, pad=pad)) + seq.add(normalization(conv_num)) + seq.add(act()) + + if i == 0: + seq.add(nn.Upsample(scale_factor=2, mode=upsample_mode)) + cur = seq + else: + + cur_temp = cur + + cur = nn.Sequential() + + # Batch norm before merging + seq.add(normalization(conv_num)) + cur_temp.add(normalization(conv_num * (j - 1))) + + cur.add(Concat(1, cur_temp, seq)) + + cur.add(conv(conv_num * j, conv_num * j, 3, pad=pad)) + cur.add(normalization(conv_num * j)) + cur.add(act()) + + cur.add(conv(conv_num * j, conv_num * j, 3, pad=pad)) + cur.add(normalization(conv_num * j)) + cur.add(act()) + + cur.add(conv(conv_num * j, conv_num * j, 1, pad=pad)) + cur.add(normalization(conv_num * j)) + cur.add(act()) + + if i == len(ratios) - 1: + cur.add(conv(conv_num * j, 3, 1, pad=pad)) + else: + cur.add(nn.Upsample(scale_factor=2, mode=upsample_mode)) + + model = cur + if need_sigmoid: + model.add(nn.Sigmoid()) + + return model diff --git a/models/unet.py b/models/unet.py new file mode 100644 index 0000000..3816556 --- /dev/null +++ b/models/unet.py @@ -0,0 +1,192 @@ +import torch.nn as nn +import torch +import torch.nn as nn +import torch.nn.functional as F +from .common import * + +class ListModule(nn.Module): + def __init__(self, *args): + super(ListModule, self).__init__() + idx = 0 + for module in args: + self.add_module(str(idx), module) + idx += 1 + + def __getitem__(self, idx): + if idx >= len(self._modules): + raise IndexError('index {} is out of range'.format(idx)) + if idx < 0: + idx = len(self) + idx + + it = iter(self._modules.values()) + for i in range(idx): + next(it) + return next(it) + + def __iter__(self): + return iter(self._modules.values()) + + def __len__(self): + return len(self._modules) + +class UNet(nn.Module): + ''' + upsample_mode in ['deconv', 'nearest', 'bilinear'] + pad in ['zero', 'replication', 'none'] + ''' + def __init__(self, num_input_channels=3, num_output_channels=3, + feature_scale=4, more_layers=0, concat_x=False, + upsample_mode='deconv', pad='zero', norm_layer=nn.InstanceNorm2d, need_sigmoid=True, need_bias=True): + super(UNet, self).__init__() + + self.feature_scale = feature_scale + self.more_layers = more_layers + self.concat_x = concat_x + + + filters = [64, 128, 256, 512, 1024] + filters = [x // self.feature_scale for x in filters] + + self.start = unetConv2(num_input_channels, filters[0] if not concat_x else filters[0] - num_input_channels, norm_layer, need_bias, pad) + + self.down1 = unetDown(filters[0], filters[1] if not concat_x else filters[1] - num_input_channels, norm_layer, need_bias, pad) + self.down2 = unetDown(filters[1], filters[2] if not concat_x else filters[2] - num_input_channels, norm_layer, need_bias, pad) + self.down3 = unetDown(filters[2], filters[3] if not concat_x else filters[3] - num_input_channels, norm_layer, need_bias, pad) + self.down4 = unetDown(filters[3], filters[4] if not concat_x else filters[4] - num_input_channels, norm_layer, need_bias, pad) + + # more downsampling layers + if self.more_layers > 0: + self.more_downs = [ + unetDown(filters[4], filters[4] if not concat_x else filters[4] - num_input_channels , norm_layer, need_bias, pad) for i in range(self.more_layers)] + self.more_ups = [unetUp(filters[4], upsample_mode, need_bias, pad, same_num_filt =True) for i in range(self.more_layers)] + + self.more_downs = ListModule(*self.more_downs) + self.more_ups = ListModule(*self.more_ups) + + self.up4 = unetUp(filters[3], upsample_mode, need_bias, pad) + self.up3 = unetUp(filters[2], upsample_mode, need_bias, pad) + self.up2 = unetUp(filters[1], upsample_mode, need_bias, pad) + self.up1 = unetUp(filters[0], upsample_mode, need_bias, pad) + + self.final = conv(filters[0], num_output_channels, 1, bias=need_bias, pad=pad) + + if need_sigmoid: + self.final = nn.Sequential(self.final, nn.Sigmoid()) + + def forward(self, inputs): + + # Downsample + downs = [inputs] + down = nn.AvgPool2d(2, 2) + for i in range(4 + self.more_layers): + downs.append(down(downs[-1])) + + in64 = self.start(inputs) + if self.concat_x: + in64 = torch.cat([in64, downs[0]], 1) + + down1 = self.down1(in64) + if self.concat_x: + down1 = torch.cat([down1, downs[1]], 1) + + down2 = self.down2(down1) + if self.concat_x: + down2 = torch.cat([down2, downs[2]], 1) + + down3 = self.down3(down2) + if self.concat_x: + down3 = torch.cat([down3, downs[3]], 1) + + down4 = self.down4(down3) + if self.concat_x: + down4 = torch.cat([down4, downs[4]], 1) + + if self.more_layers > 0: + prevs = [down4] + for kk, d in enumerate(self.more_downs): + # print(prevs[-1].size()) + out = d(prevs[-1]) + if self.concat_x: + out = torch.cat([out, downs[kk + 5]], 1) + + prevs.append(out) + + up_ = self.more_ups[-1](prevs[-1], prevs[-2]) + for idx in range(self.more_layers - 1): + l = self.more_ups[self.more - idx - 2] + up_= l(up_, prevs[self.more - idx - 2]) + else: + up_= down4 + + up4= self.up4(up_, down3) + up3= self.up3(up4, down2) + up2= self.up2(up3, down1) + up1= self.up1(up2, in64) + + return self.final(up1) + + + +class unetConv2(nn.Module): + def __init__(self, in_size, out_size, norm_layer, need_bias, pad): + super(unetConv2, self).__init__() + + print(pad) + if norm_layer is not None: + self.conv1= nn.Sequential(conv(in_size, out_size, 3, bias=need_bias, pad=pad), + norm_layer(out_size), + nn.ReLU(),) + self.conv2= nn.Sequential(conv(out_size, out_size, 3, bias=need_bias, pad=pad), + norm_layer(out_size), + nn.ReLU(),) + else: + self.conv1= nn.Sequential(conv(in_size, out_size, 3, bias=need_bias, pad=pad), + nn.ReLU(),) + self.conv2= nn.Sequential(conv(out_size, out_size, 3, bias=need_bias, pad=pad), + nn.ReLU(),) + def forward(self, inputs): + outputs= self.conv1(inputs) + outputs= self.conv2(outputs) + return outputs + + +class unetDown(nn.Module): + def __init__(self, in_size, out_size, norm_layer, need_bias, pad): + super(unetDown, self).__init__() + self.conv= unetConv2(in_size, out_size, norm_layer, need_bias, pad) + self.down= nn.MaxPool2d(2, 2) + + def forward(self, inputs): + outputs= self.down(inputs) + outputs= self.conv(outputs) + return outputs + + +class unetUp(nn.Module): + def __init__(self, out_size, upsample_mode, need_bias, pad, same_num_filt=False): + super(unetUp, self).__init__() + + num_filt = out_size if same_num_filt else out_size * 2 + if upsample_mode == 'deconv': + self.up= nn.ConvTranspose2d(num_filt, out_size, 4, stride=2, padding=1) + self.conv= unetConv2(out_size * 2, out_size, None, need_bias, pad) + elif upsample_mode=='bilinear' or upsample_mode=='nearest': + self.up = nn.Sequential(nn.Upsample(scale_factor=2, mode=upsample_mode), + conv(num_filt, out_size, 3, bias=need_bias, pad=pad)) + self.conv= unetConv2(out_size * 2, out_size, None, need_bias, pad) + else: + assert False + + def forward(self, inputs1, inputs2): + in1_up= self.up(inputs1) + + if (inputs2.size(2) != in1_up.size(2)) or (inputs2.size(3) != in1_up.size(3)): + diff2 = (inputs2.size(2) - in1_up.size(2)) // 2 + diff3 = (inputs2.size(3) - in1_up.size(3)) // 2 + inputs2_ = inputs2[:, :, diff2 : diff2 + in1_up.size(2), diff3 : diff3 + in1_up.size(3)] + else: + inputs2_ = inputs2 + + output= self.conv(torch.cat([in1_up, inputs2_], 1)) + + return output diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..085d28d --- /dev/null +++ b/requirements.txt @@ -0,0 +1,6 @@ +matplotlib==3.3.4 +torch==1.10.1 +torchvision==0.11.2 +scikit-image==0.17.2 +numpy==1.19.5 +easydict==1.9 diff --git a/utils/__init__.py b/utils/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/utils/__init__.pyc b/utils/__init__.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f1fbb9bdcef589fc7dbd71783602f21c775a7a0a GIT binary patch literal 123 zcmZSn%*$mrQ6V{*0SXv_v;z<qvjB+{28Lh_kcgiKkYGR~idBGO`WgATsru=O>4{ZU u`6c=;o&ox$C7C(J`tk9Zd6^~g@p=W7B^*G7Ho5sJr8%i~Amd7am;nHq%@-j6 literal 0 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100644 index 0000000..1d017b5 --- /dev/null +++ b/utils/common_utils.py @@ -0,0 +1,236 @@ +import torch +import torch.nn as nn +import torchvision +import sys + +import numpy as np +from PIL import Image +import PIL +import numpy as np + +import matplotlib.pyplot as plt + +def crop_image(img, d=32): + '''Make dimensions divisible by `d`''' + + new_size = (img.size[0] - img.size[0] % d, + img.size[1] - img.size[1] % d) + + bbox = [ + int((img.size[0] - new_size[0])/2), + int((img.size[1] - new_size[1])/2), + int((img.size[0] + new_size[0])/2), + int((img.size[1] + new_size[1])/2), + ] + + img_cropped = img.crop(bbox) + return img_cropped + +def get_params(opt_over, net, net_input, downsampler=None): + '''Returns parameters that we want to optimize over. + + Args: + opt_over: comma separated list, e.g. "net,input" or "net" + net: network + net_input: torch.Tensor that stores input `z` + ''' + opt_over_list = opt_over.split(',') + params = [] + + for opt in opt_over_list: + + if opt == 'net': + params += [x for x in net.parameters() ] + elif opt=='down': + assert downsampler is not None + params = [x for x in downsampler.parameters()] + elif opt == 'input': + net_input.requires_grad = True + params += [net_input] + else: + assert False, 'what is it?' + + return params + +def get_image_grid(images_np, nrow=8): + '''Creates a grid from a list of images by concatenating them.''' + images_torch = [torch.from_numpy(x) for x in images_np] + torch_grid = torchvision.utils.make_grid(images_torch, nrow) + + return torch_grid.numpy() + +def plot_image_grid(images_np, nrow =8, factor=1, interpolation='lanczos'): + """Draws images in a grid + + Args: + images_np: list of images, each image is np.array of size 3xHxW of 1xHxW + nrow: how many images will be in one row + factor: size if the plt.figure + interpolation: interpolation used in plt.imshow + """ + n_channels = max(x.shape[0] for x in images_np) + assert (n_channels == 3) or (n_channels == 1), "images should have 1 or 3 channels" + + images_np = [x if (x.shape[0] == n_channels) else np.concatenate([x, x, x], axis=0) for x in images_np] + + grid = get_image_grid(images_np, nrow) + + plt.figure(figsize=(len(images_np) + factor, 12 + factor)) + + if images_np[0].shape[0] == 1: + plt.imshow(grid[0], cmap='gray', interpolation=interpolation) + else: + plt.imshow(grid.transpose(1, 2, 0), interpolation=interpolation) + + plt.show() + + return grid + +def load(path): + """Load PIL image.""" + img = Image.open(path) + return img + +def get_image(path, imsize=-1): + """Load an image and resize to a cpecific size. + + Args: + path: path to image + imsize: tuple or scalar with dimensions; -1 for `no resize` + """ + img = load(path) + + if isinstance(imsize, int): + imsize = (imsize, imsize) + + if imsize[0]!= -1 and img.size != imsize: + if imsize[0] > img.size[0]: + img = img.resize(imsize, Image.BICUBIC) + else: + img = img.resize(imsize, Image.ANTIALIAS) + + img_np = pil_to_np(img) + + return img, img_np + + + +def fill_noise(x, noise_type): + """Fills tensor `x` with noise of type `noise_type`.""" + if noise_type == 'u': + x.uniform_() + elif noise_type == 'n': + x.normal_() + else: + assert False + +def get_noise(input_depth, method, spatial_size, noise_type='u', var=1./10): + """Returns a pytorch.Tensor of size (1 x `input_depth` x `spatial_size[0]` x `spatial_size[1]`) + initialized in a specific way. + Args: + input_depth: number of channels in the tensor + method: `noise` for fillting tensor with noise; `meshgrid` for np.meshgrid + spatial_size: spatial size of the tensor to initialize + noise_type: 'u' for uniform; 'n' for normal + var: a factor, a noise will be multiplicated by. Basically it is standard deviation scaler. + """ + if isinstance(spatial_size, int): + spatial_size = (spatial_size, spatial_size) + if method == 'noise': + shape = [1, input_depth, spatial_size[0], spatial_size[1]] + net_input = torch.zeros(shape) + + fill_noise(net_input, noise_type) + net_input *= var + elif method == 'meshgrid': + assert input_depth == 2 + X, Y = np.meshgrid(np.arange(0, spatial_size[1])/float(spatial_size[1]-1), np.arange(0, spatial_size[0])/float(spatial_size[0]-1)) + meshgrid = np.concatenate([X[None,:], Y[None,:]]) + net_input= np_to_torch(meshgrid) + else: + assert False + + return net_input + +def pil_to_np(img_PIL): + '''Converts image in PIL format to np.array. + + From W x H x C [0...255] to C x W x H [0..1] + ''' + ar = np.array(img_PIL) + + if len(ar.shape) == 3: + ar = ar.transpose(2,0,1) + else: + ar = ar[None, ...] + + return ar.astype(np.float32) / 255. + +def np_to_pil(img_np): + '''Converts image in np.array format to PIL image. + + From C x W x H [0..1] to W x H x C [0...255] + ''' + ar = np.clip(img_np*255,0,255).astype(np.uint8) + + if img_np.shape[0] == 1: + ar = ar[0] + else: + ar = ar.transpose(1, 2, 0) + + return Image.fromarray(ar) + +def np_to_torch(img_np): + '''Converts image in numpy.array to torch.Tensor. + + From C x W x H [0..1] to C x W x H [0..1] + ''' + return torch.from_numpy(img_np)[None, :] + +def torch_to_np(img_var): + '''Converts an image in torch.Tensor format to np.array. + + From 1 x C x W x H [0..1] to C x W x H [0..1] + ''' + return img_var.detach().cpu().numpy()[0] + + +def optimize(optimizer_type, OPT , closure, num_iter): + """Runs optimization loop. + + Args: + optimizer_type: 'LBFGS' of 'adam' + parameters: list of Tensors to optimize over + closure: function, that returns loss variable + LR: learning rate + num_iter: number of iterations + """ + if optimizer_type == 'LBFGS': + # Do several steps with adam first + optimizer = torch.optim.Adam(parameters, lr=0.001) + for j in range(100): + optimizer.zero_grad() + closure() + optimizer.step() + + print('Starting optimization with LBFGS') + def closure2(): + optimizer.zero_grad() + return closure() + optimizer = torch.optim.LBFGS(parameters, max_iter=num_iter, lr=LR, tolerance_grad=-1, tolerance_change=-1) + optimizer.step(closure2) + + elif optimizer_type == 'adam': + + print('Starting optimization with ADAM') + #optimizer = torch.optim.Adam(parameters, lr=LR) + + for j in range(num_iter): + OPT.zero_grad() + closure() + OPT.step() + + + + else: + assert False \ No newline at end of file diff --git a/utils/denoising_utils.py b/utils/denoising_utils.py new file mode 100644 index 0000000..0204c9d --- /dev/null +++ b/utils/denoising_utils.py @@ -0,0 +1,16 @@ +import os +from .common_utils import * + + + +def get_noisy_image(img_np, sigma): + """Adds Gaussian noise to an image. + + Args: + img_np: image, np.array with values from 0 to 1 + sigma: std of the noise + """ + img_noisy_np = np.clip(img_np + np.random.normal(scale=sigma, size=img_np.shape), 0, 1).astype(np.float32) + img_noisy_pil = np_to_pil(img_noisy_np) + + return img_noisy_pil, img_noisy_np \ No newline at end of file diff --git a/utils/feature_inversion_utils.py b/utils/feature_inversion_utils.py new file mode 100644 index 0000000..2817233 --- /dev/null +++ b/utils/feature_inversion_utils.py @@ -0,0 +1,107 @@ +import torch +import torch.nn as nn +import torchvision.transforms as transforms +import torchvision.models as models +from .matcher import Matcher +import os +from collections import OrderedDict + +class View(nn.Module): + def __init__(self): + super(View, self).__init__() + + def forward(self, x): + return x.view(-1) + +def get_vanilla_vgg_features(cut_idx=-1): + if not os.path.exists('vgg_features.pth'): + os.system( + 'wget --no-check-certificate -N https://s3-us-west-2.amazonaws.com/jcjohns-models/vgg19-d01eb7cb.pth') + vgg_weights = torch.load('vgg19-d01eb7cb.pth') + # fix compatibility issues + map = {'classifier.6.weight':u'classifier.7.weight', 'classifier.6.bias':u'classifier.7.bias'} + vgg_weights = OrderedDict([(map[k] if k in map else k,v) for k,v in vgg_weights.iteritems()]) + + + + model = models.vgg19() + model.classifier = nn.Sequential(View(), *model.classifier._modules.values()) + + + model.load_state_dict(vgg_weights) + + torch.save(model.features, 'vgg_features.pth') + torch.save(model.classifier, 'vgg_classifier.pth') + + vgg = torch.load('vgg_features.pth') + if cut_idx > 36: + vgg_classifier = torch.load('vgg_classifier.pth') + vgg = nn.Sequential(*(vgg._modules.values() + vgg_classifier._modules.values())) + + vgg.eval() + + return vgg + + +def get_matcher(net, opt): + idxs = [x for x in opt['layers'].split(',')] + matcher = Matcher(opt['what']) + + def hook(module, input, output): + matcher(module, output) + + for i in idxs: + net._modules[i].register_forward_hook(hook) + + return matcher + + + +def get_vgg(cut_idx=-1): + f = get_vanilla_vgg_features(cut_idx) + + if cut_idx > 0: + num_modules = len(f._modules) + keys_to_delete = [f._modules.keys()[x] for x in range(cut_idx, num_modules)] + for k in keys_to_delete: + del f._modules[k] + + return f + +def vgg_preprocess_var(var): + (r, g, b) = torch.chunk(var, 3, dim=1) + bgr = torch.cat((b, g, r), 1) + out = bgr * 255 - torch.autograd.Variable(vgg_mean[None, ...]).type(var.type()).expand_as(bgr) + return out + +vgg_mean = torch.FloatTensor([103.939, 116.779, 123.680]).view(3, 1, 1) + + + +def get_preprocessor(imsize): + def vgg_preprocess(tensor): + (r, g, b) = torch.chunk(tensor, 3, dim=0) + bgr = torch.cat((b, g, r), 0) + out = bgr * 255 - vgg_mean.type(tensor.type()).expand_as(bgr) + return out + preprocess = transforms.Compose([ + transforms.Resize(imsize), + transforms.ToTensor(), + transforms.Lambda(vgg_preprocess) + ]) + + return preprocess + + +def get_deprocessor(): + def vgg_deprocess(tensor): + bgr = (tensor + vgg_mean.expand_as(tensor)) / 255.0 + (b, g, r) = torch.chunk(bgr, 3, dim=0) + rgb = torch.cat((r, g, b), 0) + return rgb + deprocess = transforms.Compose([ + transforms.Lambda(vgg_deprocess), + transforms.Lambda(lambda x: torch.clamp(x, 0, 1)), + transforms.ToPILImage() + ]) + return deprocess diff --git a/utils/inpainting_utils.py b/utils/inpainting_utils.py new file mode 100644 index 0000000..ee02da1 --- /dev/null +++ b/utils/inpainting_utils.py @@ -0,0 +1,22 @@ +import numpy as np +from PIL import Image +import PIL.ImageDraw as ImageDraw +import PIL.ImageFont as ImageFont +from .common_utils import * + +def get_text_mask(for_image, sz=20): + font_fname = '/usr/share/fonts/truetype/freefont/FreeSansBold.ttf' + font_size = sz + font = ImageFont.truetype(font_fname, font_size) + + img_mask = Image.fromarray(np.array(for_image)*0+255) + draw = ImageDraw.Draw(img_mask) + draw.text((128, 128), "hello world", font=font, fill='rgb(0, 0, 0)') + + return img_mask + +def get_bernoulli_mask(for_image, zero_fraction=0.95): + img_mask_np=(np.random.random_sample(size=pil_to_np(for_image).shape) > zero_fraction).astype(int) + img_mask = np_to_pil(img_mask_np) + + return img_mask diff --git a/utils/matcher.py b/utils/matcher.py new file mode 100644 index 0000000..6ec9a42 --- /dev/null +++ b/utils/matcher.py @@ -0,0 +1,54 @@ +import torch +import torch.nn as nn + +class Matcher: + def __init__(self, how='gram_matrix', loss='mse'): + self.mode = 'store' + self.stored = {} + self.losses = {} + + if how in all_features.keys(): + self.get_statistics = all_features[how] + else: + assert False + pass + + if loss in all_losses.keys(): + self.loss = all_losses[loss] + else: + assert False + + def __call__(self, module, features): + statistics = self.get_statistics(features) + + self.statistics = statistics + if self.mode == 'store': + self.stored[module] = statistics.detach().clone() + elif self.mode == 'match': + self.losses[module] = self.loss(statistics, self.stored[module]) + + def clean(self): + self.losses = {} + +def gram_matrix(x): + (b, ch, h, w) = x.size() + features = x.view(b, ch, w * h) + features_t = features.transpose(1, 2) + gram = features.bmm(features_t) / (ch * h * w) + return gram + + +def features(x): + return x + + +all_features = { + 'gram_matrix': gram_matrix, + 'features': features, +} + +all_losses = { + 'mse': nn.MSELoss(), + 'smoothL1': nn.SmoothL1Loss(), + 'L1': nn.L1Loss(), +} diff --git a/utils/perceptual_loss/__init__.py b/utils/perceptual_loss/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/utils/perceptual_loss/matcher.py b/utils/perceptual_loss/matcher.py new file mode 100644 index 0000000..fee5193 --- /dev/null +++ b/utils/perceptual_loss/matcher.py @@ -0,0 +1,81 @@ +import torch +import torch.nn as nn + + +class Matcher: + def __init__(self, how='gram_matrix', loss='mse', map_index=933): + self.mode = 'store' + self.stored = {} + self.losses = {} + + if how in all_features.keys(): + self.get_statistics = all_features[how] + else: + assert False + pass + + if loss in all_losses.keys(): + self.loss = all_losses[loss] + else: + assert False + + self.map_index = map_index + self.method = 'match' + + + def __call__(self, module, features): + statistics = self.get_statistics(features) + + self.statistics = statistics + if self.mode == 'store': + self.stored[module] = statistics.detach() + + elif self.mode == 'match': + + if statistics.ndimension() == 2: + + if self.method == 'maximize': + self.losses[module] = - statistics[0, self.map_index] + else: + self.losses[module] = torch.abs(300 - statistics[0, self.map_index]) + + else: + ws = self.window_size + + t = statistics.detach() * 0 + + s_cc = statistics[:1, :, t.shape[2] // 2 - ws:t.shape[2] // 2 + ws, t.shape[3] // 2 - ws:t.shape[3] // 2 + ws] #* 1.0 + t_cc = t[:1, :, t.shape[2] // 2 - ws:t.shape[2] // 2 + ws, t.shape[3] // 2 - ws:t.shape[3] // 2 + ws] #* 1.0 + t_cc[:, self.map_index,...] = 1 + + if self.method == 'maximize': + self.losses[module] = -(s_cc * t_cc.contiguous()).sum() + else: + self.losses[module] = torch.abs(200 -(s_cc * t_cc.contiguous())).sum() + + + def clean(self): + self.losses = {} + +def gram_matrix(x): + (b, ch, h, w) = x.size() + features = x.view(b, ch, w * h) + features_t = features.transpose(1, 2) + gram = features.bmm(features_t) / (ch * h * w) + return gram + + +def features(x): + return x + + +all_features = { + 'gram_matrix': gram_matrix, + 'features': features, +} + +all_losses = { + 'mse': nn.MSELoss(), + 'smoothL1': nn.SmoothL1Loss(), + 'L1': nn.L1Loss(), +} diff --git a/utils/perceptual_loss/perceptual_loss.py b/utils/perceptual_loss/perceptual_loss.py new file mode 100644 index 0000000..b660561 --- /dev/null +++ b/utils/perceptual_loss/perceptual_loss.py @@ -0,0 +1,210 @@ +import os +import torch +import torch.nn as nn +import torchvision.transforms as transforms +import torchvision.models as models +from .matcher import Matcher +from collections import OrderedDict + +from torchvision.models.vgg import model_urls +from torchvision.models import vgg19 +from torch.autograd import Variable + +from .vgg_modified import VGGModified + +def get_pretrained_net(name): + """Loads pretrained network""" + if name == 'alexnet_caffe': + if not os.path.exists('alexnet-torch_py3.pth'): + print('Downloading AlexNet') + os.system('wget -O alexnet-torch_py3.pth --no-check-certificate -nc https://box.skoltech.ru/index.php/s/77xSWvrDN0CiQtK/download') + return torch.load('alexnet-torch_py3.pth') + elif name == 'vgg19_caffe': + if not os.path.exists('vgg19-caffe-py3.pth'): + print('Downloading VGG-19') + os.system('wget -O vgg19-caffe-py3.pth --no-check-certificate -nc https://box.skoltech.ru/index.php/s/HPcOFQTjXxbmp4X/download') + + vgg = get_vgg19_caffe() + + return vgg + elif name == 'vgg16_caffe': + if not os.path.exists('vgg16-caffe-py3.pth'): + print('Downloading VGG-16') + os.system('wget -O vgg16-caffe-py3.pth --no-check-certificate -nc https://box.skoltech.ru/index.php/s/TUZ62HnPKWdxyLr/download') + + vgg = get_vgg16_caffe() + + return vgg + elif name == 'vgg19_pytorch_modified': + # os.system('wget -O data/feature_inversion/vgg19-caffe.pth --no-check-certificate -nc https://www.dropbox.com/s/xlbdo688dy4keyk/vgg19-caffe.pth?dl=1') + + model = VGGModified(vgg19(pretrained=False), 0.2) + model.load_state_dict(torch.load('vgg_pytorch_modified.pkl')['state_dict']) + + return model + else: + assert False + + +class PerceputalLoss(nn.modules.loss._Loss): + """ + Assumes input image is in range [0,1] if `input_range` is 'sigmoid', [-1, 1] if 'tanh' + """ + def __init__(self, input_range='sigmoid', + net_type = 'vgg_torch', + input_preprocessing='corresponding', + match=[{'layers':[11,20,29],'what':'features'}]): + + if input_range not in ['sigmoid', 'tanh']: + assert False + + self.net = get_pretrained_net(net_type).cuda() + + self.matchers = [get_matcher(self.net, match_opts) for match_opts in match] + + preprocessing_correspondence = { + 'vgg19_torch': vgg_preprocess_caffe, + 'vgg16_torch': vgg_preprocess_caffe, + 'vgg19_pytorch': vgg_preprocess_pytorch, + 'vgg19_pytorch_modified': vgg_preprocess_pytorch, + } + + if input_preprocessing == 'corresponding': + self.preprocess_input = preprocessing_correspondence[net_type] + else: + self.preprocessing = preprocessing_correspondence[input_preprocessing] + + def preprocess_input(self, x): + if self.input_range == 'tanh': + x = (x + 1.) / 2. + + return self.preprocess(x) + + def __call__(self, x, y): + + # for + self.matcher_content.mode = 'store' + self.net(self.preprocess_input(y)); + + self.matcher_content.mode = 'match' + self.net(self.preprocess_input(x)); + + return sum([sum(matcher.losses.values()) for matcher in self.matchers]) + + +def get_vgg19_caffe(): + model = vgg19() + model.classifier = nn.Sequential(View(), *model.classifier._modules.values()) + vgg = model.features + vgg_classifier = model.classifier + + names = ['conv1_1','relu1_1','conv1_2','relu1_2','pool1', + 'conv2_1','relu2_1','conv2_2','relu2_2','pool2', + 'conv3_1','relu3_1','conv3_2','relu3_2','conv3_3','relu3_3','conv3_4','relu3_4','pool3', + 'conv4_1','relu4_1','conv4_2','relu4_2','conv4_3','relu4_3','conv4_4','relu4_4','pool4', + 'conv5_1','relu5_1','conv5_2','relu5_2','conv5_3','relu5_3','conv5_4','relu5_4','pool5', + 'torch_view','fc6','relu6','drop6','fc7','relu7','drop7','fc8'] + + model = nn.Sequential() + for n, m in zip(names, list(vgg) + list(vgg_classifier)): + model.add_module(n, m) + + model.load_state_dict(torch.load('vgg19-caffe-py3.pth')) + + return model + +def get_vgg16_caffe(): + vgg = torch.load('vgg16-caffe-py3.pth') + + names = ['conv1_1','relu1_1','conv1_2','relu1_2','pool1', + 'conv2_1','relu2_1','conv2_2','relu2_2','pool2', + 'conv3_1','relu3_1','conv3_2','relu3_2','conv3_3','relu3_3','pool3', + 'conv4_1','relu4_1','conv4_2','relu4_2','conv4_3','relu4_3','pool4', + 'conv5_1','relu5_1','conv5_2','relu5_2','conv5_3','relu5_3','pool5', + 'torch_view','fc6','relu6','drop6','fc7','relu7','fc8'] + + model = nn.Sequential() + for n, m in zip(names, list(vgg)): + model.add_module(n, m) + + # model.load_state_dict(torch.load('vgg19-caffe-py3.pth')) + + return model + + +class View(nn.Module): + def __init__(self): + super(View, self).__init__() + + def forward(self, x): + return x.view(x.size(0), -1) + + +def get_matcher(vgg, opt): + # idxs = [int(x) for x in opt['layers'].split(',')] + matcher = Matcher(opt['what'], 'mse', opt['map_idx']) + + def hook(module, input, output): + matcher(module, output) + + for layer_name in opt['layers']: + vgg._modules[layer_name].register_forward_hook(hook) + + return matcher + + +def get_vgg(cut_idx=-1, vgg_type='pytorch'): + f = get_vanilla_vgg_features(cut_idx, vgg_type) + + keys = [x for x in cnn._modules.keys()] + max_idx = max(keys.index(x) for x in opt_content['layers'].split(',')) + for k in keys[max_idx+1:]: + cnn._modules.pop(k) + + return f + +vgg_mean = torch.FloatTensor([103.939, 116.779, 123.680]).view(3, 1, 1) +def vgg_preprocess_caffe(var): + (r, g, b) = torch.chunk(var, 3, dim=1) + bgr = torch.cat((b, g, r), 1) + out = bgr * 255 - torch.autograd.Variable(vgg_mean).type(var.type()) + return out + + + +mean_pytorch = Variable(torch.Tensor([0.485, 0.456, 0.406]).view(3, 1, 1)) +std_pytorch = Variable(torch.Tensor([0.229, 0.224, 0.225]).view(3, 1, 1)) + +def vgg_preprocess_pytorch(var): + return (var - mean_pytorch.type_as(var))/std_pytorch.type_as(var) + + + +def get_preprocessor(imsize): + def vgg_preprocess(tensor): + (r, g, b) = torch.chunk(tensor, 3, dim=0) + bgr = torch.cat((b, g, r), 0) + out = bgr * 255 - vgg_mean.type(tensor.type()).expand_as(bgr) + return out + preprocess = transforms.Compose([ + transforms.Resize(imsize), + transforms.ToTensor(), + transforms.Lambda(vgg_preprocess) + ]) + + return preprocess + + +def get_deprocessor(): + def vgg_deprocess(tensor): + bgr = (tensor + vgg_mean.expand_as(tensor)) / 255.0 + (b, g, r) = torch.chunk(bgr, 3, dim=0) + rgb = torch.cat((r, g, b), 0) + return rgb + deprocess = transforms.Compose([ + transforms.Lambda(vgg_deprocess), + transforms.Lambda(lambda x: torch.clamp(x, 0, 1)), + transforms.ToPILImage() + ]) + return deprocess + diff --git a/utils/perceptual_loss/vgg_modified.py b/utils/perceptual_loss/vgg_modified.py new file mode 100644 index 0000000..82071b1 --- /dev/null +++ b/utils/perceptual_loss/vgg_modified.py @@ -0,0 +1,61 @@ +import torch.nn as nn + +class VGGModified(nn.Module): + def __init__(self, vgg19_orig, slope=0.01): + super(VGGModified, self).__init__() + self.features = nn.Sequential() + + self.features.add_module(str(0), vgg19_orig.features[0]) + self.features.add_module(str(1), nn.LeakyReLU(slope, True)) + self.features.add_module(str(2), vgg19_orig.features[2]) + self.features.add_module(str(3), nn.LeakyReLU(slope, True)) + self.features.add_module(str(4), nn.AvgPool2d((2,2), (2,2))) + + self.features.add_module(str(5), vgg19_orig.features[5]) + self.features.add_module(str(6), nn.LeakyReLU(slope, True)) + self.features.add_module(str(7), vgg19_orig.features[7]) + self.features.add_module(str(8), nn.LeakyReLU(slope, True)) + self.features.add_module(str(9), nn.AvgPool2d((2,2), (2,2))) + + self.features.add_module(str(10), vgg19_orig.features[10]) + self.features.add_module(str(11), nn.LeakyReLU(slope, True)) + self.features.add_module(str(12), vgg19_orig.features[12]) + self.features.add_module(str(13), nn.LeakyReLU(slope, True)) + self.features.add_module(str(14), vgg19_orig.features[14]) + self.features.add_module(str(15), nn.LeakyReLU(slope, True)) + self.features.add_module(str(16), vgg19_orig.features[16]) + self.features.add_module(str(17), nn.LeakyReLU(slope, True)) + self.features.add_module(str(18), nn.AvgPool2d((2,2), (2,2))) + + self.features.add_module(str(19), vgg19_orig.features[19]) + self.features.add_module(str(20), nn.LeakyReLU(slope, True)) + self.features.add_module(str(21), vgg19_orig.features[21]) + self.features.add_module(str(22), nn.LeakyReLU(slope, True)) + self.features.add_module(str(23), vgg19_orig.features[23]) + self.features.add_module(str(24), nn.LeakyReLU(slope, True)) + self.features.add_module(str(25), vgg19_orig.features[25]) + self.features.add_module(str(26), nn.LeakyReLU(slope, True)) + self.features.add_module(str(27), nn.AvgPool2d((2,2), (2,2))) + + self.features.add_module(str(28), vgg19_orig.features[28]) + self.features.add_module(str(29), nn.LeakyReLU(slope, True)) + self.features.add_module(str(30), vgg19_orig.features[30]) + self.features.add_module(str(31), nn.LeakyReLU(slope, True)) + self.features.add_module(str(32), vgg19_orig.features[32]) + self.features.add_module(str(33), nn.LeakyReLU(slope, True)) + self.features.add_module(str(34), vgg19_orig.features[34]) + self.features.add_module(str(35), nn.LeakyReLU(slope, True)) + self.features.add_module(str(36), nn.AvgPool2d((2,2), (2,2))) + + self.classifier = nn.Sequential() + + self.classifier.add_module(str(0), vgg19_orig.classifier[0]) + self.classifier.add_module(str(1), nn.LeakyReLU(slope, True)) + self.classifier.add_module(str(2), nn.Dropout2d(p = 0.5)) + self.classifier.add_module(str(3), vgg19_orig.classifier[3]) + self.classifier.add_module(str(4), nn.LeakyReLU(slope, True)) + self.classifier.add_module(str(5), nn.Dropout2d(p = 0.5)) + self.classifier.add_module(str(6), vgg19_orig.classifier[6]) + + def forward(self, x): + return self.classifier(self.features.forward(x)) \ No newline at end of file diff --git a/utils/sr_utils.py b/utils/sr_utils.py new file mode 100644 index 0000000..bb26e69 --- /dev/null +++ b/utils/sr_utils.py @@ -0,0 +1,144 @@ +from .common_utils import * +from utils.zhang import * + +def put_in_center(img_np, target_size): + img_out = np.zeros([3, target_size[0], target_size[1]]) + + bbox = [ + int((target_size[0] - img_np.shape[1]) / 2), + int((target_size[1] - img_np.shape[2]) / 2), + int((target_size[0] + img_np.shape[1]) / 2), + int((target_size[1] + img_np.shape[2]) / 2), + ] + + img_out[:, bbox[0]:bbox[2], bbox[1]:bbox[3]] = img_np + + return img_out + + +def load_LR_HR_imgs_sr(fname, imsize, factor, enforse_div32=None): + '''Loads an image, resizes it, center crops and downscales. + + Args: + fname: path to the image + imsize: new size for the image, -1 for no resizing + factor: downscaling factor + enforse_div32: if 'CROP' center crops an image, so that its dimensions are divisible by 32. + ''' + img_orig_pil, img_orig_np = get_image(fname, -1) + + if imsize != -1: + img_orig_pil, img_orig_np = get_image(fname, imsize) + + # For comparison with GT + if enforse_div32 == 'CROP': + new_size = (img_orig_pil.size[0] - img_orig_pil.size[0] % 32, + img_orig_pil.size[1] - img_orig_pil.size[1] % 32) + + bbox = [ + (img_orig_pil.size[0] - new_size[0])/2, + (img_orig_pil.size[1] - new_size[1])/2, + (img_orig_pil.size[0] + new_size[0])/2, + (img_orig_pil.size[1] + new_size[1])/2, + ] + + img_HR_pil = img_orig_pil.crop(bbox) + img_HR_np = pil_to_np(img_HR_pil) + else: + img_HR_pil, img_HR_np = img_orig_pil, img_orig_np + + LR_size = [ + img_HR_pil.size[0] // factor, + img_HR_pil.size[1] // factor + ] + + img_LR_pil = img_HR_pil.resize(LR_size, Image.ANTIALIAS) + img_LR_np = pil_to_np(img_LR_pil) + + print('HR and LR resolutions: %s, %s' % (str(img_HR_pil.size), str (img_LR_pil.size))) + + return { + 'orig_pil': img_orig_pil, + 'orig_np': img_orig_np[:3], + 'LR_pil': img_LR_pil, + 'LR_np': img_LR_np[:3], + 'HR_pil': img_HR_pil, + 'HR_np': img_HR_np[:3] + } + + +def get_baselines(img_LR_pil, img_HR_pil): + '''Gets `bicubic`, sharpened bicubic and `nearest` baselines.''' + img_bicubic_pil = img_LR_pil.resize(img_HR_pil.size, Image.BICUBIC) + img_bicubic_np = pil_to_np(img_bicubic_pil) + + img_nearest_pil = img_LR_pil.resize(img_HR_pil.size, Image.NEAREST) + img_nearest_np = pil_to_np(img_nearest_pil) + + img_bic_sharp_pil = img_bicubic_pil.filter(PIL.ImageFilter.UnsharpMask()) + img_bic_sharp_np = pil_to_np(img_bic_sharp_pil) + + return img_bicubic_np[:3], img_bic_sharp_np[:3], img_nearest_np[:3] + + + +def tv_loss(x, beta = 0.5): + '''Calculates TV loss for an image `x`. + + Args: + x: image, torch.Variable of torch.Tensor + beta: See https://arxiv.org/abs/1412.0035 (fig. 2) to see effect of `beta` + ''' + dh = torch.pow(x[:,:,:,1:] - x[:,:,:,:-1], 2) + dw = torch.pow(x[:,:,1:,:] - x[:,:,:-1,:], 2) + + return torch.sum(torch.pow(0.01+dh[:, :, :-1] + dw[:, :, :, :-1], beta)) + +def tv_loss(x, beta = 0.5): + '''Calculates TV loss for an image `x`. + + Args: + x: image, torch.Variable of torch.Tensor + beta: See https://arxiv.org/abs/1412.0035 (fig. 2) to see effect of `beta` + ''' + + dh = torch.pow(x[:,:,:,1:] - x[:,:,:,:-1], 2) + dw = torch.pow(x[:,:,1:,:] - x[:,:,:-1,:], 2) + + #print('dh, dw',dh.shape, dw.shape) + + return torch.sum(torch.pow(0.01+dh[:, :, :-1,:] + dw[:, :, :, :-1], beta)) + +def tv_loss_couplee(x, gamma, tens_l_HR, opt ,beta = 0.5, from_ = 'lab', n_canaux = 3): + '''Calculates TV loss for an image `x`. + + Args: + x: image, torch.Variable of torch.Tensor + beta: See https://arxiv.org/abs/1412.0035 (fig. 2) to see effect of `beta` + ''' + if from_ == 'lab': + lab = x + else : + lab = rgb2lab(x, opt) + + l = tens_l_HR + + if n_canaux == 3: + ab = lab[:,[1,2],:,:] + else : + ab = lab + + puissance = 2 + + dl_h = gamma * torch.pow(l[:,:,:,1:] - l[:,:,:,:-1], puissance) + dl_w = gamma * torch.pow(l[:,:,1:,:] - l[:,:,:-1,:], puissance) + + dab_h = torch.pow(ab[:,:,:,1:] - ab[:,:,:,:-1], puissance) + dab_w = torch.pow(ab[:,:,1:,:] - ab[:,:,:-1,:], puissance) + + + + epsilon = 0.00001 + + return torch.sum(torch.pow(epsilon+dl_h[:, :, :-1,:] + dl_w[:, :,:, :-1]+ dab_h[:, :, :-1,: ]+dab_w[:, :, :, :-1], beta)) + diff --git a/utils/zhang.py b/utils/zhang.py new file mode 100644 index 0000000..49be183 --- /dev/null +++ b/utils/zhang.py @@ -0,0 +1,453 @@ +from __future__ import print_function +import torch +import numpy as np +from PIL import Image +import os +from collections import OrderedDict +from IPython import embed + +# Converts a Tensor into an image array (numpy) +# |imtype|: the desired type of the converted numpy array +def tensor2im(input_image, imtype=np.uint8): + if isinstance(input_image, torch.Tensor): + image_tensor = input_image.data + else: + return input_image + image_numpy = image_tensor[0].cpu().float().numpy() + if image_numpy.shape[0] == 1: + image_numpy = np.tile(image_numpy, (3, 1, 1)) + image_numpy = np.clip((np.transpose(image_numpy, (1, 2, 0)) ),0, 1) * 255.0 + return image_numpy.astype(imtype) + + +def diagnose_network(net, name='network'): + mean = 0.0 + count = 0 + for param in net.parameters(): + if param.grad is not None: + mean += torch.mean(torch.abs(param.grad.data)) + count += 1 + if count > 0: + mean = mean / count + print(name) + print(mean) + + +def save_image(image_numpy, image_path): + image_pil = Image.fromarray(image_numpy) + image_pil.save(image_path) + + +def print_numpy(x, val=True, shp=False): + x = x.astype(np.float64) + if shp: + print('shape,', x.shape) + if val: + x = x.flatten() + print('mean = %3.3f, min = %3.3f, max = %3.3f, median = %3.3f, std=%3.3f' % ( + np.mean(x), np.min(x), np.max(x), np.median(x), np.std(x))) + + +def mkdirs(paths): + if isinstance(paths, list) and not isinstance(paths, str): + for path in paths: + mkdir(path) + else: + mkdir(paths) + + +def mkdir(path): + if not os.path.exists(path): + os.makedirs(path) + + +def get_subset_dict(in_dict,keys): + if(len(keys)): + subset = OrderedDict() + for key in keys: + subset[key] = in_dict[key] + else: + subset = in_dict + return subset + + + +# Color conversion code +def rgb2xyz(rgb): # rgb from [0,1] + # xyz_from_rgb = np.array([[0.412453, 0.357580, 0.180423], + # [0.212671, 0.715160, 0.072169], + # [0.019334, 0.119193, 0.950227]]) + + mask = (rgb > .04045).type(torch.FloatTensor) + if(rgb.is_cuda): + mask = mask.cuda() + + rgb = (((rgb+.055)/1.055)**2.4)*mask + rgb/12.92*(1-mask) + + x = .412453*rgb[:,0,:,:]+.357580*rgb[:,1,:,:]+.180423*rgb[:,2,:,:] + y = .212671*rgb[:,0,:,:]+.715160*rgb[:,1,:,:]+.072169*rgb[:,2,:,:] + z = .019334*rgb[:,0,:,:]+.119193*rgb[:,1,:,:]+.950227*rgb[:,2,:,:] + out = torch.cat((x[:,None,:,:],y[:,None,:,:],z[:,None,:,:]),dim=1) + + # if(torch.sum(torch.isnan(out))>0): + # print('rgb2xyz') + # embed() + return out + +def xyz2rgb(xyz): + # array([[ 3.24048134, -1.53715152, -0.49853633], + # [-0.96925495, 1.87599 , 0.04155593], + # [ 0.05564664, -0.20404134, 1.05731107]]) + + r = 3.24048134*xyz[:,0,:,:]-1.53715152*xyz[:,1,:,:]-0.49853633*xyz[:,2,:,:] + g = -0.96925495*xyz[:,0,:,:]+1.87599*xyz[:,1,:,:]+.04155593*xyz[:,2,:,:] + b = .05564664*xyz[:,0,:,:]-.20404134*xyz[:,1,:,:]+1.05731107*xyz[:,2,:,:] + + rgb = torch.cat((r[:,None,:,:],g[:,None,:,:],b[:,None,:,:]),dim=1) + rgb = torch.max(rgb,torch.zeros_like(rgb)) # sometimes reaches a small negative number, which causes NaNs + + mask = (rgb > .0031308).type(torch.FloatTensor) + if(rgb.is_cuda): + mask = mask.cuda() + + rgb = (1.055*(rgb**(1./2.4)) - 0.055)*mask + 12.92*rgb*(1-mask) + + # if(torch.sum(torch.isnan(rgb))>0): + # print('xyz2rgb') + # embed() + return rgb + +def xyz2lab(xyz): + # 0.95047, 1., 1.08883 # white + sc = torch.Tensor((0.95047, 1., 1.08883))[None,:,None,None] + if(xyz.is_cuda): + sc = sc.cuda() + + xyz_scale = xyz/sc + + mask = (xyz_scale > .008856).type(torch.FloatTensor) + if(xyz_scale.is_cuda): + mask = mask.cuda() + + xyz_int = xyz_scale**(1/3.)*mask + (7.787*xyz_scale + 16./116.)*(1-mask) + + L = 116.*xyz_int[:,1,:,:]-16. + a = 500.*(xyz_int[:,0,:,:]-xyz_int[:,1,:,:]) + b = 200.*(xyz_int[:,1,:,:]-xyz_int[:,2,:,:]) + out = torch.cat((L[:,None,:,:],a[:,None,:,:],b[:,None,:,:]),dim=1) + + # if(torch.sum(torch.isnan(out))>0): + # print('xyz2lab') + # embed() + + return out + +def lab2xyz(lab): + y_int = (lab[:,0,:,:]+16.)/116. + x_int = (lab[:,1,:,:]/500.) + y_int + z_int = y_int - (lab[:,2,:,:]/200.) + if(z_int.is_cuda): + z_int = torch.max(torch.Tensor((0,)).cuda(), z_int) + else: + z_int = torch.max(torch.Tensor((0,)), z_int) + + out = torch.cat((x_int[:,None,:,:],y_int[:,None,:,:],z_int[:,None,:,:]),dim=1) + mask = (out > .2068966).type(torch.FloatTensor) + if(out.is_cuda): + mask = mask.cuda() + + out = (out**3.)*mask + (out - 16./116.)/7.787*(1-mask) + + sc = torch.Tensor((0.95047, 1., 1.08883))[None,:,None,None] + sc = sc.to(out.device) + + out = out*sc + + # if(torch.sum(torch.isnan(out))>0): + # print('lab2xyz') + # embed() + + return out + +def rgb2lab(rgb, opt): + lab = xyz2lab(rgb2xyz(rgb)) + l_rs = (lab[:,[0],:,:]-0*opt.l_cent)/opt.l_norm + ab_rs = (1+lab[:,1:,:,:]/opt.ab_norm)*0.5 + out = torch.cat((l_rs,ab_rs),dim=1) + # if(torch.sum(torch.isnan(out))>0): + # print('rgb2lab') + # embed() + return out + +def lab2rgb(lab_rs, opt): + l = lab_rs[:,[0],:,:]*opt.l_norm + 0*opt.l_cent + ab = (2*lab_rs[:,1:,:,:]-1)*opt.ab_norm + lab = torch.cat((l,ab),dim=1) + out = xyz2rgb(lab2xyz(lab)) + # if(torch.sum(torch.isnan(out))>0): + # print('lab2rgb') + # embed() + return out + +def lab2rgb2(lab_rs, opt): + l = lab_rs[:,[0],:,:]*opt.l_norm + opt.l_cent + ab = lab_rs[:,1:,:,:]*opt.ab_norm + lab = torch.cat((l,ab),dim=1) + out = xyz2rgb(lab2xyz(lab)) + # if(torch.sum(torch.isnan(out))>0): + # print('lab2rgb') + # embed() + return out + +def rgb2hsv(input, epsilon=1e-10): + assert(input.shape[1] == 3) + + r, g, b = input[:, [0],:,:], input[:, [1],:,:], input[:, [2],:,:] + max_rgb, argmax_rgb = input.max(1) + min_rgb, argmin_rgb = input.min(1) + + max_min = max_rgb - min_rgb + epsilon + + h1 = 60.0 * (g - r) / max_min + 60.0 + h2 = 60.0 * (b - g) / max_min + 180.0 + h3 = 60.0 * (r - b) / max_min + 300.0 + + print('OK') + + h = torch.stack((h2, h3, h1), dim=0).gather(dim=0, index=argmin_rgb.unsqueeze(0)).squeeze(0) + s = max_min / (max_rgb + epsilon) + v = max_rgb + + return torch.stack((h, s, v), dim=1) + + +def hsv2rgb(input): + assert(input.shape[1] == 3) + + h, s, v = input[:, [0],:,:], input[:, [1],:,:], input[:, [2],:,:] + h_ = (h - torch.floor(h / 360) * 360) / 60 + c = s * v + x = c * (1 - torch.abs(torch.fmod(h_, 2) - 1)) + + zero = torch.zeros_like(c) + y = torch.stack(( + torch.stack((c, x, zero), dim=1), + torch.stack((x, c, zero), dim=1), + torch.stack((zero, c, x), dim=1), + torch.stack((zero, x, c), dim=1), + torch.stack((x, zero, c), dim=1), + torch.stack((c, zero, x), dim=1), + ), dim=0) + + index = torch.repeat_interleave(torch.floor(h_).unsqueeze(1), 3, dim=1).unsqueeze(0).to(torch.long) + rgb = (y.gather(dim=0, index=index) + (v - c)).squeeze(0) + return rgb + + + + +def get_colorization_data(data_raw, opt, ab_thresh=5., p=.125, num_points=None): + data = {} + + data_lab = rgb2lab(data_raw[0], opt) + data['A'] = data_lab[:,[0,],:,:] + data['B'] = data_lab[:,1:,:,:] + + if(ab_thresh > 0): # mask out grayscale images + thresh = 1.*ab_thresh/opt.ab_norm + mask = torch.sum(torch.abs(torch.max(torch.max(data['B'],dim=3)[0],dim=2)[0]-torch.min(torch.min(data['B'],dim=3)[0],dim=2)[0]),dim=1) >= thresh + data['A'] = data['A'][mask,:,:,:] + data['B'] = data['B'][mask,:,:,:] + # print('Removed %i points'%torch.sum(mask==0).numpy()) + if(torch.sum(mask)==0): + return None + + return add_color_patches_rand_gt(data, opt, p=p, num_points=num_points) + +def add_color_patches_rand_gt(data,opt,p=.125,num_points=None,use_avg=True,samp='normal'): +# Add random color points sampled from ground truth based on: +# Number of points +# - if num_points is 0, then sample from geometric distribution, drawn from probability p +# - if num_points > 0, then sample that number of points +# Location of points +# - if samp is 'normal', draw from N(0.5, 0.25) of image +# - otherwise, draw from U[0, 1] of image + N,C,H,W = data['B'].shape + + data['hint_B'] = torch.zeros_like(data['B']) + data['mask_B'] = torch.zeros_like(data['A']) + + for nn in range(N): + pp = 0 + cont_cond = True + while(cont_cond): + if(num_points is None): # draw from geometric + # embed() + cont_cond = np.random.rand() < (1-p) + else: # add certain number of points + cont_cond = pp < num_points + if(not cont_cond): # skip out of loop if condition not met + continue + + P = np.random.choice(opt.sample_Ps) # patch size + + # sample location + if(samp=='normal'): # geometric distribution + h = int(np.clip(np.random.normal( (H-P+1)/2., (H-P+1)/4.), 0, H-P)) + w = int(np.clip(np.random.normal( (W-P+1)/2., (W-P+1)/4.), 0, W-P)) + else: # uniform distribution + h = np.random.randint(H-P+1) + w = np.random.randint(W-P+1) + + # add color point + if(use_avg): + # embed() + data['hint_B'][nn,:,h:h+P,w:w+P] = torch.mean(torch.mean(data['B'][nn,:,h:h+P,w:w+P],dim=2,keepdim=True),dim=1,keepdim=True).view(1,C,1,1) + else: + data['hint_B'][nn,:,h:h+P,w:w+P] = data['B'][nn,:,h:h+P,w:w+P] + + data['mask_B'][nn,:,h:h+P,w:w+P] = 1 + + # increment counter + pp+=1 + + data['mask_B']-=opt.mask_cent + + return data + +def add_color_patch(data,mask,opt,P=1,hw=[128,128],ab=[0,0]): + # Add a color patch at (h,w) with color (a,b) + data[:,0,hw[0]:hw[0]+P,hw[1]:hw[1]+P] = 1.*ab[0]/opt.ab_norm + data[:,1,hw[0]:hw[0]+P,hw[1]:hw[1]+P] = 1.*ab[1]/opt.ab_norm + mask[:,:,hw[0]:hw[0]+P,hw[1]:hw[1]+P] = 1-opt.mask_cent + + return (data,mask) + +def crop_mult(data,mult=16,HWmax=[800,1200]): + # crop image to a multiple + H,W = data.shape[2:] + Hnew = int(min(H/mult*mult,HWmax[0])) + Wnew = int(min(W/mult*mult,HWmax[1])) + h = (H-Hnew)/2 + w = (W-Wnew)/2 + + return data[:,:,h:h+Hnew,w:w+Wnew] + +def encode_ab_ind(data_ab, opt): + # Encode ab value into an index + # INPUTS + # data_ab Nx2xHxW \in [-1,1] + # OUTPUTS + # data_q Nx1xHxW \in [0,Q) + + data_ab_rs = torch.round((data_ab*opt.ab_norm + opt.ab_max)/opt.ab_quant) # normalized bin number + data_q = data_ab_rs[:,[0],:,:]*opt.A + data_ab_rs[:,[1],:,:] + return data_q + +def decode_ind_ab(data_q, opt): + # Decode index into ab value + # INPUTS + # data_q Nx1xHxW \in [0,Q) + # OUTPUTS + # data_ab Nx2xHxW \in [-1,1] + + data_a = data_q/opt.A + data_b = data_q - data_a*opt.A + data_ab = torch.cat((data_a,data_b),dim=1) + + if(data_q.is_cuda): + type_out = torch.cuda.FloatTensor + else: + type_out = torch.FloatTensor + data_ab = ((data_ab.type(type_out)*opt.ab_quant) - opt.ab_max)/opt.ab_norm + + return data_ab + +def decode_max_ab(data_ab_quant, opt): + # Decode probability distribution by using bin with highest probability + # INPUTS + # data_ab_quant NxQxHxW \in [0,1] + # OUTPUTS + # data_ab Nx2xHxW \in [-1,1] + + data_q = torch.argmax(data_ab_quant,dim=1)[:,None,:,:] + return decode_ind_ab(data_q, opt) + +def decode_mean(data_ab_quant, opt): + # Decode probability distribution by taking mean over all bins + # INPUTS + # data_ab_quant NxQxHxW \in [0,1] + # OUTPUTS + # data_ab_inf Nx2xHxW \in [-1,1] + + (N,Q,H,W) = data_ab_quant.shape + a_range = torch.range(-opt.ab_max, opt.ab_max, step=opt.ab_quant).to(data_ab_quant.device)[None,:,None,None] + a_range = a_range.type(data_ab_quant.type()) + + # reshape to AB space + data_ab_quant = data_ab_quant.view((N,int(opt.A),int(opt.A),H,W)) + data_a_total = torch.sum(data_ab_quant,dim=2) + data_b_total = torch.sum(data_ab_quant,dim=1) + + # matrix multiply + data_a_inf = torch.sum(data_a_total * a_range,dim=1,keepdim=True) + data_b_inf = torch.sum(data_b_total * a_range,dim=1,keepdim=True) + + data_ab_inf = torch.cat((data_a_inf,data_b_inf),dim=1)/opt.ab_norm + + return data_ab_inf + +def calculate_psnr_np(img1, img2): + import numpy as np + SE_map = (1.*img1-img2)**2 + cur_MSE = np.mean(SE_map) + return 20*np.log10(255./np.sqrt(cur_MSE)) + +def calculate_psnr_torch(img1, img2): + SE_map = (1.*img1-img2)**2 + cur_MSE = torch.mean(SE_map) + return 20*torch.log10(1./torch.sqrt(cur_MSE)) + + +def rgb2hsv_torch(rgb: torch.Tensor) -> torch.Tensor: + cmax, cmax_idx = torch.max(rgb, dim=1, keepdim=True) + cmin = torch.min(rgb, dim=1, keepdim=True)[0] + delta = cmax - cmin + hsv_h = torch.empty_like(rgb[:, 0:1, :, :]) + cmax_idx[delta == 0] = 3 + hsv_h[cmax_idx == 0] = (((rgb[:, 1:2] - rgb[:, 2:3]) / delta) % 6)[cmax_idx == 0] + hsv_h[cmax_idx == 1] = (((rgb[:, 2:3] - rgb[:, 0:1]) / delta) + 2)[cmax_idx == 1] + hsv_h[cmax_idx == 2] = (((rgb[:, 0:1] - rgb[:, 1:2]) / delta) + 4)[cmax_idx == 2] + hsv_h[cmax_idx == 3] = 0. + hsv_h /= 6. + hsv_s = torch.where(cmax == 0, torch.tensor(0.).type_as(rgb), delta / cmax) + hsv_v = cmax + return torch.cat([hsv_h, hsv_s, hsv_v], dim=1) + + +def hsv2rgb_torch(hsv: torch.Tensor) -> torch.Tensor: + hsv_h, hsv_s, hsv_l = hsv[:, 0:1], hsv[:, 1:2], hsv[:, 2:3] + _c = hsv_l * hsv_s + _x = _c * (- torch.abs(hsv_h * 6. % 2. - 1) + 1.) + _m = hsv_l - _c + _o = torch.zeros_like(_c) + idx = (hsv_h * 6.).type(torch.uint8) + idx = (idx % 6).expand(-1, 3, -1, -1) + rgb = torch.empty_like(hsv) + rgb[idx == 0] = torch.cat([_c, _x, _o], dim=1)[idx == 0] + rgb[idx == 1] = torch.cat([_x, _c, _o], dim=1)[idx == 1] + rgb[idx == 2] = torch.cat([_o, _c, _x], dim=1)[idx == 2] + rgb[idx == 3] = torch.cat([_o, _x, _c], dim=1)[idx == 3] + rgb[idx == 4] = torch.cat([_x, _o, _c], dim=1)[idx == 4] + rgb[idx == 5] = torch.cat([_c, _o, _x], dim=1)[idx == 5] + rgb += _m + return rgb + + +def SATURATION(img): + + sat = rgb2hsv_torch(img)[:,[1],:,:] + return sat.mean() + + + \ No newline at end of file -- GitLab