Re: [問題] 機器學習在動漫的應用

看板DataScience作者RumiManiac (Rumi!)時間6年前 (2018/05/14 12:19)推噓11(11推 0噓 1→)

留言12則, 12人參與討論串2/2 (看更多)

※ 引述《CVPR (硬train一發)》之銘言： : 嗨大家好 : 我是新人，自己對機器學習在動漫的應用很有興趣 : 不論是動漫人物產生 make girl moe : 或是插畫自動上色的應用等都很吸引我 : 自己在研究漫畫的應用 : 若大家有在做相關的研究還請不吝與我分享 : 謝謝身為重度動漫肥宅，做研究也要跟動漫相關是合情合理的。以下是我以前整理過的一些資料，歡迎大家一起分享資訊！ # 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. -- ※ 發信站: 批踢踢實業坊(ptt.cc), 來自: 140.123.97.107 ※ 文章網址: https://www.ptt.cc/bbs/DataScience/M.1526271555.A.CD8.html ※ 編輯: RumiManiac (140.123.97.107), 05/14/2018 12:26:53

推

TOEFLiBT100

05/14 16:52, 6年前 , 1^F

05/14 16:52, 1^F

推

CVPR

05/14 19:09, 6年前 , 2^F

05/14 19:09, 2^F

推

cybermeow

05/14 21:47, 6年前 , 3^F

05/14 21:47, 3^F