作者RumiManiac (Rumi!)
看板DataScience
标题Re: [问题] 机器学习在动漫的应用
时间Mon May 14 12:19:12 2018
※ 引述《CVPR (硬train一发)》之铭言：
: 嗨大家好
: 我是新人，自己对机器学习在动漫的应用很有兴趣
: 不论是动漫人物产生 make girl moe
: 或是插画自动上色的应用等都很吸引我
: 自己在研究漫画的应用
: 若大家有在做相关的研究还请不吝与我分享
: 谢谢
身为重度动漫肥宅，做研究也要跟动漫相关是合情合理的。
以下是我以前整理过的一些资料，欢迎大家一起分享资讯！
# Paper
## Overview
- A survey of comics research in computer science (2018)
## Sketch Simplification
- Mastering Sketching: Adversarial Augmentation for Structured Prediction
(2017)
- Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup
(SIGGRAPH 2016)
## Style Transfer
- Chainer-CycleGAN (2017)
- animeGAN (2017)
## Colorization
- Comicolorization: Semi-automatic Manga Colorization
https://github.com/DwangoMediaVillage/Comicolorization
- cGAN-based Manga Colorization Using a Single Training Image
- Style Transfer for Anime Sketches with Enhanced Residual U-net
and Auxiliary Classifier GAN (2017)
- Transforming photos to comics using convolutional neural networks
(ICIP 2017)
## Retrieval
- Sketch-based manga retrieval using manga109 dataset
## ASCII art
- ASCII-Net
- DeepASCII
- DeepAA
# Dataset
## Comic
- Manga 109
## Illustration
- DANBOORU2017: A LARGE-SCALE CROWDSOURCED
AND TAGGED ANIME ILLUSTRATION DATASET
- nico-opendata
## Music
- Touhou lossless music collection
# Library
- python-animeface
- A library to detect anime faces in images.
--
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※ 文章网址: https://webptt.com/cn.aspx?n=bbs/DataScience/M.1526271555.A.CD8.html
※ 编辑: RumiManiac (140.123.97.107), 05/14/2018 12:26:53
1F：推 TOEFLiBT100: 这篇好详细 谢谢分享 05/14 16:52
2F：推 CVPR: 推荐这篇文章 05/14 19:09
3F：推 cybermeow: 好像真的涵盖所有我知道的了 05/14 21:47
4F：推 yoyololicon: 推整理 05/14 23:07
5F：推 peter0749: 这篇整理得好详细，谢谢分享 大推 05/15 01:54
6F：→ RumiManiac: 应该还有很多我没看过的，还请大家继续 fork 补上 05/15 10:31
7F：推 indiroia: 感谢整理 05/15 13:35
※ 编辑: RumiManiac (140.123.97.107), 05/15/2018 15:52:54
8F：推 lucien0410: 太厉害了！ 05/17 09:12
9F：推 YouShare: lossless music collection www 05/21 08:22
※ 编辑: RumiManiac (1.173.140.154), 06/06/2018 05:49:51
10F：推 ironmanstock: 不亏是专业的肥宅 07/03 16:31
11F：推 vvind: pp 07/26 15:05
12F：推 sarsman: 那个东方无损音乐全集太猛了吧 08/29 01:00