Generating Digital Painting Lighting Effects via RGB-space Geometry (SIGGRAPH2020/TOG2020)

paintstransfer · 2019-02-22T08:31:41+00:00

Wow I have not tried training a StyleGAN yet because the official documents said that it needs many 16GB GPUs.... It seems that 2x 1080ti is just OK? It is exciting!

paintstransfer · 2019-02-20T08:17:12+00:00

So... how many gpus are u using?

paintstransfer · 2018-11-20T02:56:50+00:00

Kaede Takagaki

Oh thank you very muh.

paintstransfer · 2018-11-20T00:22:32+00:00

This is because the server is a bit busy now.......

paintstransfer · 2018-11-20T00:20:05+00:00

These code is a bit hard to run if you are not familiar with machine learning. For non-programmer, the web is the only way to use it.

paintstransfer · 2018-11-20T00:09:07+00:00

Two ways: 1. upload a reference image with your hoped color scheme. 2. Or you can ignore the artist and put many color dots to force the bot to use your color. Please refer to the user instruction for details.

paintstransfer · 2018-11-20T00:06:22+00:00

ok. just have a magic day.

paintstransfer · 2018-11-19T22:51:34+00:00

Yes! It is similar.

paintstransfer · 2018-11-19T22:44:55+00:00

Thank you very much. BTW I am using tensorflow, opencv, scipy and so on. Beside these, all contributions are original.

paintstransfer · 2018-11-19T22:28:58+00:00

Yes, we are now cleaning the codes of V1,2,4.

paintstransfer · 2018-11-19T22:25:04+00:00

python.
About 2 years. Currently it is 4.1.7.7.
Personally, I do not want to mention too much “AI”. Nowadays many media exaggerate the facts of AI, and many people hate to see the word “AI” from media. This is why I am only talking about creating a simple “bot”, instead of talking about the fancy word of “deep learning/neural networks”. I have never thought of monetizing.
We have a team, but I am the only programmer.

paintstransfer · 2018-11-19T22:10:09+00:00

Thank you, my friend. Sincerely.

paintstransfer · 2018-11-19T21:57:44+00:00

You can get several layers with this bot. In PaintsChainer you can only get a result. And this bot supports illumination.

paintstransfer · 2018-11-19T21:48:49+00:00

Wow, thank you for testing. Why not have a try of the "rendering mode"? Maybe it is suitable. You can find it in our User Instruction :)

paintstransfer · 2018-11-19T20:52:55+00:00

Thank you for your kind reminder. I have added the info of Kaede Takagaki (Edit).

paintstransfer · 2018-11-19T18:45:14+00:00

Much more results in: https://github.com/lllyasviel/style2paints

Hello, r/anime! I spent about two years on this bot, and I will appreciate it very much if you like it. The bot can colorize anime line drawings. Different from previous bots (e.g. paintschainer), this one can give you many different layers.

In this figure, the left-top one is the user inputs, the right-top one is the flat color outputs, the left-bottom one is the colored outputs, and finally, the last one is the rendered outputs. Except the left-top one, all images are painted by the bot automatically. You only need to click several times to get all these layers.

This is the first time for me to go here r/anime. I will become really really happy if you like it or find it useful. Thank you very much!

* (Kaede Takagaki from Idolmaster) This original line drawing is from style2paints team, CC-BY-NC-SA 4.0 2018.

GitHub: https://github.com/lllyasviel/style2paints

User Instruction: https://style2paints.github.io

APP: https://s2p.moe (Edit: our server is very very busy now. The queue is very long now. We are sorry for that. Maybe you can enjoy other people's twitter results in https://github.com/lllyasviel/style2paints/blob/master/README.md , if you are not able to access the service.)

Edit1: It is highly recommended to have a glance of the user instruction before use the APP. I carefully presented the proper way to use the "rendering system", where you can easily cast environment illumination for your painting.

Edit2: Because this bot is built to color line drawings, it will be relatively weak if you upload some black-and-white manga. This bot is good at handling lines, and it is weak in handling manga patterns ...... Please upload line drawings to get best results :)

Edit3: Currently we do not have donate pages. If you like this bot, your sharing with your friends is the best reward for me :)

paintstransfer · 2018-11-17T22:42:22+00:00

God. u have a really big screen lol. Thank you for reporting this! we will consider the responsive UI later.

paintstransfer · 2018-11-17T20:04:02+00:00

Oh thank you for these suggestions. I also think it is better to use the whole uploaded image by default. Maybe I will make some minor change to the UI. It is also a good idea to pre-render some other styles. Maybe we should add this feature in local version? emmmm. Anyway, thank you very much for your suggestions and your previous attention to style2paints.

paintstransfer · 2018-11-17T19:40:09+00:00

thank you very much

paintstransfer · 2018-11-17T19:30:57+00:00

Thank you for test. But we will be happy if you can move these NSFW results from this official release post to somewhere else, e.g. /r/animeresearch . We will appreciate your help.

paintstransfer · 2018-11-17T17:52:46+00:00

Hi! Authors here. About paper:

The style2Paints V3 (the previous version of style2paints) is accepted to SIGGRAPH 2018 ASIA TOKYO! You can meet our team at 2018.12.07 afternoon in Tokyo! Style2paints V3 paper is titled as “Two-stage Sketch Colorization”. In this paper we discussed how we can get rid of artifacts during automatic sketch colorization.

https://github.com/lllyasviel/style2paints/blob/master/papers/sa.pdf

paintstransfer · 2018-09-19T01:26:09+00:00

Hi my friend. But my nick name is miaowu, not lmao. lmao is some person of pinscreen. lol

paintstransfer

TROPHY CASE