1 Star 0 Fork 34

Ao / STYLE2PAINTS

加入 Gitee
与超过 1200万 开发者一起发现、参与优秀开源项目,私有仓库也完全免费 :)
免费加入
克隆/下载
贡献代码
同步代码
取消
提示: 由于 Git 不支持空文件夾,创建文件夹后会生成空的 .keep 文件
Loading...
README
Apache-2.0

News

The server of Style2paintsV4 (s2p.moe) is currently shut down because we do not have enough money. The GPU server (1000USD/MONTH) is costly. You can donate us if you like our previous service.

patreon 支付宝 微信支付

We will release all source codes of Style2paintsV4, including the server code (Python), the client code (Cocos2D-JS), the pretrained model (Keras) and some possible helpers (Chrome plugin) after some technique report is released.

Currently, the only publicly available version is style2paintsV3, which can be found here. However, this page is only designed for the programmer. If you are an artist and want to colorize line drawings, we recommend you to use the alternative tool PaintsChainer, which can be found here.

Though the possibility is minimal, the online APP of style2paints V4 may come back if we manage to obtain enough donation.

We are currently actively developing Style2PaintsV5, which is the top secret of our team. Style2PaintsV5 is not only capable of coloring, but more importantly, it may help you to draw.

We are actively developing the offline version of Style2PaintsV4 (and MangaCraft), you will be able to run our APP on your host when our online server is not accessible. Maybe the offline version will be released together with Style2PaintsV5. Furthermore, Style2PaintsV5 is an offline APP.

Thank you all for your support!

Welcome to style2paints V4!

logo

Style2paints V4 is the current best AI driven lineart colorization tool.

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/固有色/底色 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.

Online APP: http://s2p.moe/ (Currently not accessible.)

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!

Here we provide a video to show how all below results are achieved.

The video is a pure screen record without any after modification or speed modification.

Here is the video: https://youtu.be/B6WEky9nY7Q

And all input sketches can be found here.

(Because this page is prepared before the video is recoreded, some numbers may have minor differences.)

Example #1

Begin at 11:28 in the above video.

All human local color modification: only 3 clicks.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Example #2

Begin at 06:19 in the above video.

All human local color modification: only 2 clicks.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Example #3

Begin at 01:40 in the above video.

All human local color modification: only 6 clicks.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Example #4

Begin at 00:42 in the above video.

All human local color modification: NO human color modification.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Example #5

Begin at 02:57 in the above video.

All human local color modification: NO human color modification.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Example #6

Begin at 07:57 in the above video.

All human local color modification: 11 clicks.

logo

Example #7

Begin at 13:00 in the above video.

All human local color modification: only 6 clicks.

logo

*CC-BY-NC-4.0 (c) Henjo. Only for this presentation.

Example #8

Begin at 04:27 in the above video.

All human local color modification: only 3 clicks.

logo

Example #9

Begin at 09:46 in the above video.

All human local color modification: only 5 clicks.

logo

*CC-BY-NC-SA-4.0 (c) Various artist of style2paints team, 2018. This image is OK for ACM/IEEE fair use.

Real-life results

To validate a really effective, useful, robust, generizable and scalable system, we firmly believe that the only convincing evidence is its real-life performance form real industry, real market, and real users.

In this section, we present real-life results from twitter artists. We are sorry that we can only provide low-resolution screenshots because we do not own the copyrights of these images. These twitters can be found by searching keyword “style2paints” and “s2p.moe” on twitter. Additionally, there are also lots of results under twitter hashtag #style2paints. These results are from artists from different countries. Note that some (very minor) results contains artists' after effect decorations. Note that some of these artists did not share their original sketch inputs on twitter.

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!

Online APP: http://s2p.moe/

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.

About Copyright

We won’t claim any additional copyright of the colorized manga, but we would be delightful if you share our software with your friends.

Furthermore, if you want to use our software in large-scale commercial or industrial production or publication, e.g. manga (entity paper manga or online e-manga), magazine, book or other online/offline large-scale materials, please contact us for permission:

914847518@qq.com
Please attach following materials when e-mailing us:
The name and additional information of the commercial publication.
The quantity of pages you are willing to print.
The sample images of the black-and-white manga and the sample pages colored via our software.

With our permission, you can enjoy more professional services with our cutting-edge technologies. Please do not use our software for large-scale commercial or industrial publications without our approval.

中文社区

欢迎加入以下qq群,但是不保证一直有空位,如果你一次加群失败,可以多次尝试。

纸片协会总舵-圣辇船: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.

Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution." "Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work. 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form. 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed. 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions: (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and (b) You must cause any modified files to carry prominent notices stating that You changed the files; and (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and (d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License. You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License. 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions. 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file. 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License. 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages. 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS APPENDIX: How to apply the Apache License to your work. To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "{}" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives. Copyright {yyyy} {name of copyright owner} Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

简介

STYLE2PAINTS 是新一代的线稿上色 AI ,可根据用户上传的自定义色彩给线稿进行上色 展开 收起
Apache-2.0
取消

发行版

暂无发行版

贡献者

全部

近期动态

加载更多
不能加载更多了
1
https://gitee.com/Ao_xiaoyu/STYLE2PAINTS.git
git@gitee.com:Ao_xiaoyu/STYLE2PAINTS.git
Ao_xiaoyu
STYLE2PAINTS
STYLE2PAINTS
master

搜索帮助

53164aa7 5694891 3bd8fe86 5694891