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[gh repo clone lllyas] Work fast with our official CLI. Learn more. * Open with GitHub Desktop * Download ZIP Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Go back Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Go back Launching Xcode If nothing happens, download Xcode and try again. Go back Launching Visual Studio Code Your codespace will open once ready. There was a problem preparing your codespace, please try again. Latest commit @lllyasviel lllyasviel Update README.md ... dc37b3f Jul 27, 2021 Update README.md dc37b3f Git stats * 345 commits Files Permalink Failed to load latest commit information. Type Name Latest commit message Commit time V1 Update README.md May 24, 2021 V2 Update README.md May 24, 2021 V3 Update README.md Jul 27, 2021 V4 Update README.md May 24, 2021 imgs Create readme.md May 24, 2021 papers Add files via upload May 24, 2021 temps Create readme.md May 24, 2021 .gitattributes version 2.0 Jan 6, 2018 .gitignore some minor change Oct 1, 2018 LICENSE Update LICENSE May 24, 2021 README.md Update README.md May 24, 2021 View code [ ] News Download Style2Paints V4.5 Welcome to style2paints V4! Help human in their standard coloring workflow! Examples Real-life results Know more about us! Acknowledgement Lisence Zhong Wen She Qu Previous Publications Style2paints V1: Style2paints V2: Style2paints V3: Style2paints V4: Style2paints V5 (Project SEPA, not released yet): README.md News 1. Style2Paints will be renamed into "SEPA" before 2022. The name " SEPA" is a short version of "StylE2PAints". 2. We are actively developing SEPA (or called style2paints V5). 3. SEPA has already been developed for two years, and it will be released before 2022. 4. If you are interested, we have a twitter account here. 5. Currently, only the source codes of V1, V2, and V3 are avaliable. We will release the source codes for the previous online version style2paints v4 and this offline version style2paints v4.5 when the project SEPA (previously called style2paints v5) is released, at which point the life cycle of style2paints 4.X is end. 6. We have removed the shading functionality from style2paints V4.5 because some packages are incompatiable with the backend engine of V4.5 windows binary release. Project SEPA (previously called style2paints v5) has a much better backend engine and the shading functionality will come back in SEPA (style2paints v5). 7. SEPA (style2paints v5) is scheduled to be released before 2022. Currently, we recommend you to use style2paints V4.5 before Project SEPA is ready. Download Style2Paints V4.5 You can directly download the software (windows x64) at: Google Drive: https://drive.google.com/open?id=1gmg2wwNIp4qMzxqP12SbcmVAHsLt1iRE Baidu Drive (Bai Du Wang Pan ): https://pan.baidu.com/s/15xCm1jRVeHipHkiB3n1vzA QQ Group (QQQun Wen Jian ): 184467946 You do NOT need to install any complex things like CUDA and python. You can directly download it and then double click it, as if you were playing a normal video game. Never hesitate to let me know if you have any suggestions or ideas. You may directly send emails to my private address [ lvminzhang@acm.org] or [lvminzhang@siggraph.org]. Welcome to style2paints V4! logo Style2paints V4 is the current best AI driven lineart colorization tool. [6874747073] [6874747073] [6874747073] [6874747073] [6874747073] Different from previous end-to-end image-to-image translation methods, style2paints V4 is the first system to colorize a lineart in real-life human workflow, and the outputs are layered. Inputs: * Linearts * (with or without) Human hints * (with or without) Color style reference images * (with or without) Light location and color Outputs: * Automatic color flattening without lines (solid/flat/inherent/Gu You Se /Di Se color layer) * Automatic color flattening with black lines * Automatic colorization without lines * Automatic colorization with black lines * Automatic colorization with colored lines * Automatic rendering (separated layer) * Automatic rendered colorization Style2paints V4 gives you results of the current highest quality. You are able to get separated layers from our system. These layers can be directly used in your painting workflow. Different from all previous AI driven colorization tools, our results are not single 'JPG/PNG' images, and in fact, our results are 'PSD' layers. User Instruction: https://style2paints.github.io/ And we also have an official Twitter account. Help human in their standard coloring workflow! Most human artists are familiar with this workflow: sketching -> color filling/flattening -> gradients/details adding -> shading And the corresponding layers are: lineart layers + flat color layers + gradient layers + shading layers Style2paints V4 is designed for this standard coloring workflow! In style2paints V4, you can automatically get separated results from each step! Examples logo Here we present some results in this ABCD format. Users only need to upload their sketch, select a style, and put a light source. When the result is achieved immediately without any human color correction, we regard this result as fully automatic result. When the result needs some color correction, human can easily put some color hints on the canvas to guide the AI coloring process. In this case, we regard these results as semi-automatic results. If a result is semi-automatic, but the quantity of human color hint points is smaller than 10, we regard these results as almost automatic result. In this section, about half of the presented results are fully automatic result, and the others are all almost automatic result. Do notice that all the below results can be achieved with less than 15 clicks! logo logo logo logo logo logo logo logo logo Real-life results logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo logo Know more about us! User Instruction: https://style2paints.github.io/ And we also have an official Twitter account. Acknowledgement Thanks a lot to TaiZan. This project could not be achieved without his great help. Lisence All codes are released in Apache-2.0 License. We preserve all rights on all pretrained deep learning models and binary releases. Your colorized images are yours, and we do not add any extra lisences to colorized results. Use your colorized images in any commercial or non-commercial cases. Zhong Wen She Qu Huan Ying Jia Ru Yi Xia qqQun ,Dan Shi Bu Bao Zheng Yi Zhi You Kong Wei ,Ru Guo Ni Yi Ci Jia Qun Shi Bai ,Ke Yi Duo Ci Chang Shi . Zhi Pian Xie Hui :184467946 Previous Publications Style2paints V1: ACPR 2017: @Article{ACPR2017ZLM, author = {LvMin Zhang, Yi Ji and ChunPing Liu}, title = {Style Transfer for Anime Sketches with Enhanced Residual U-net and Auxiliary Classifier GAN}, conference = {Asian Conference on Pattern Recognition (ACPR)}, year = {2017}, } paper Style2paints V2: No Publications. Style2paints V3: TOG 2018: @Article{ACMTOGTSC2018, author = {LvMin Zhang, Chengze Li, Tien-Tsin Wong, Yi Ji and ChunPing Liu}, title = {Two-stage Sketch Colorization}, journal = {ACM Transactions on Graphics}, year = {2018}, volume = {37}, number = {6}, month = nov, doi = {https://doi.org/10.1145/3272127.3275090}, } paper Style2paints V4: No Publications. Style2paints V5 (Project SEPA, not released yet): CVPR2021 @InProceedings{Filling2021zhang, author={Lvmin Zhang and Chengze Li and Edgar Simo-Serra and Yi Ji and Tien-Tsin Wong and Chunping Liu}, booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, title={User-Guided Line Art Flat Filling with Split Filling Mechanism}, year={2021}, } About sketch + style = paints (TOG2018/SIGGRAPH2018ASIA) Resources Readme License Apache-2.0 License Releases No releases published Packages 0 No packages published Contributors 9 * @lllyasviel * @lrisviel * @pelya * @HynoR * @abbychau * @dexhunter * @kennethpdev * @alantian * @WeiChiaChang Languages * JavaScript 65.7% * Python 25.7% * CSS 6.1% * HTML 2.5% * (c) 2021 GitHub, Inc. * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time. You signed in with another tab or window. Reload to refresh your session. 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