Bibliography (187):

  1. Anime Image Board

  2. Image Booru

  3. The Big ImageBoard (TBIB)

  4. Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

  5. Help:Tags Wiki

  6. Highres

  7. https://danbooru.donmai.us/posts?tags=scan

  8. HOWTO:rate

  9. Md5 Mismatch

  10. Tag Group:subjective

  11. Optipng Home Page

  12. Tjko/jpegoptim: Jpegoptim - Utility to Optimize/compress JPEG Files

  13. https://console.cloud.google.com/bigquery?project=danbooru1

  14. Explore More Than 300,000 Pieces of Fan Art

  15. 1.9 Million Rows of Tag-Based Anime Image Metadata

  16. AI Based Multi-Label Girl Image Classification System, Implemented by Using TensorFlow

  17. Deep Danbooru

  18. Scripts to Calculate Interest Regions for Tags for the DeepDanbooru Tagger Model

  19. Reorganizes Danbooru Datasets from Gwern to Be Valid for DeepDanbooru

  20. Web-Based Assist Application for an AI-Based Multi-Label Image Classification System, Based on KichangKim’s DeepDanbooru

  21. Pretrained Pytorch Models for the Danbooru2018 Dataset

  22. Danbooru2018 Pytorch Pretrained Models

  23. SmilingWolf/SW-CV-ModelZoo: Repo for My Tensorflow/Keras CV Experiments. Mostly Revolving around the Danbooru20xx Dataset

  24. https://www.reddit.com/r/AnimeResearch/comments/rszjfn/nfnet_a_l%C3%A0_deepdanbooru/

  25. A Faster-Rcnn Model for Anime Character Segmentation.

  26. Yet-Another-Anime-Segmenter

  27. Anime Face Detector Using Mmdet and Mmpose

  28. Finding a Panel inside a Comic Page Is the Hardest Thing I’ve Ever Done in Computer Science!

  29. ​ face#anime-faces

    [Transclude the forward-link's context]

  30. ​ face#anime-faces-portrait

    [Transclude the forward-link's context]

  31. ​ face#transfer-learning

    [Transclude the forward-link's context]

  32. ​ biggan#px-biggan-downloads

    [Transclude the forward-link's context]

  33. Twin-GAN: Unpaired Cross-Domain Image Translation With Weight-Sharing GANs

  34. ​ ‘diffusion model’ directory

  35. V Objective Diffusion Inference Code for JAX.

  36. V Objective Diffusion Inference Code for PyTorch

  37. 2021-11-08-rivershavewings-vdiffusionjaxddpm-danbooru2020sfw128px-32epochs.pkl

  38. https://huggingface.co/hakurei/waifu-diffusion

  39. NovelAI - The AI Storyteller

  40. https://www.reddit.com/r/NovelAi/comments/xu8xpg/novelai_image_generation_launch_announcement/

  41. Danbooru Dataset Updates Newsletter

  42. Teaching Computers to Spot Naughty Ponies

  43. https://www.reddit.com/r/MachineLearning/comments/akbc11/p_tag_estimation_for_animestyle_girl_image/

  44. Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations

  45. ​ ‘DALL·E’ directory

  46. Improved Training of Wasserstein GANs

  47. MakeGirlsMoe - Create Anime Characters With AI!

  48. Anime Style Space Exploration Using Metric Learning and Generative Adversarial Networks

  49. https://www.waifu2x.net/

  50. Outline Colorization through Tandem Adversarial Networks

  51. Colormind—Color Schemes via Generative Adversarial Networks

  52. Mastering Sketching: Adversarial Augmentation for Structured Prediction

  53. https://www.reddit.com/r/MachineLearning/comments/7mlwf4/pstyle2paintsii_the_most_accurate_most_natural/

  54. Visual Attribute Transfer through Deep Image Analogy

  55. Image Synthesis from Yahoo’s open_nsfw

  56. Pix2Pix: Image-to-Image Translation with Conditional Adversarial Networks

  57. Learning to Discover Cross-Domain Relations with Generative Adversarial Networks

  58. Junyanz/CycleGAN: Software That Can Generate Photos from Paintings, Turn Horses into Zebras, Perform Style Transfer, and More.

  59. Chainer CycleGAN

  60. Twin-GAN: Unpaired Cross-Domain Image Translation with Weight-Sharing GANs

  61. Full-Body High-Resolution Anime Generation With Progressive Structure-Conditional Generative Adversarial Networks

  62. Nagadomi/animeface-2009: Face and Landmark Detector for Anime/Manga. This Is 2009s Version of Imager::AnimeFace, but It Works on Recent System.

  63. Nagadomi/lbpcascade_animeface: A Face Detector for Anime/manga Using OpenCV

  64. Introducing Similarity Search at Flickr

  65. Using Posters to Recommend Anime and Mangas in a Cold-Start Scenario

  66. WebVision: Visual Understanding by Learning from Web Data

  67. WebVision Challenge: Visual Learning and Understanding With Web Data

  68. WebVision Database: Visual Learning and Understanding from Web Data

  69. CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images

  70. https://x.com/karpathy/status/828692612848627713

  71. Visual Relationship Detection With Language Priors

  72. http://visualgenome.org/

  73. Dwango Media Village(ドワンゴメディアヴィレッジ,dmv)

  74. The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale

  75. https://bam-dataset.org/

  76. BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography

  77. Unbiased look at dataset bias

  78. Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet

  79. Suddenly, a Leopard Print Sofa Appears

  80. ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

  81. SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks

  82. Beyond ILSVRC Workshop 2017

  83. I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation

  84. ChatPainter: Improving Text to Image Generation using Dialogue

  85. Illustration2Vec: a semantic vector representation of illustrations

  86. https://pdfs.semanticscholar.org/33a3/dea7f74bb63de699b3d191dc434695629d18.pdf

  87. Why Do Line Drawings Work? A Realism Hypothesis

  88. https://stedolan.github.io/jq/

  89. Style2Paints GitHub repository

  90. Two-stage Sketch Colorization

  91. Reimplementation of Style2Paints V3

  92. ​ This Waifu Does Not Exist

  93. ​ Making Anime Faces With StyleGAN

  94. ​ Anime Crop Datasets: Faces, Figures, & Hands § Danbooru2019 Portraits

  95. ​ Making Anime Faces With StyleGAN: A Tutorial Explaining How to Train and Generate High-Quality Anime Faces With StyleGAN Neural Networks, and Tips/scripts for Effective StyleGAN Use.

    [Transclude the forward-link's context]

  96. Waifu Labs

  97. This Anime Does Not Exist.ai (TADNE)

  98. Yu45020/Text_Segmentation_Image_Inpainting

  99. SickZil-Machine (SZMC): A Deep Learning Based Script Text Isolation System for Comics Translation

  100. Unconstrained Text Detection in Manga

  101. Kevinlyu/DCGAN_Pytorch: DCGAN With Vanilla GAN and Least Square GAN Objective

  102. https://github.com/liaoxiong3x/DeepCreamPy

  103. https://www.labone.tech/anime-generative-model

  104. https://www.labone.tech/anime-generative-model-part-2

  105. https://www.labone.tech/anime-generative-model-part-3

  106. Montia/bw2color

  107. SawabeMaho/pix2pix: 基于GAN的黑白漫画自动上色,使用pix2pix模型

  108. Iterating on an Idea: On the 17th of August 2019 Myself and Rico Beti Hit the Launch Button Selfie2anime.com. The Week That Followed Was a Whirl Wind of Good and Bad Experiences Technical Experiences With Trying to Scale. I Wanted to Write This Blog to Lay out Some of My Own Experiences and Point out a Few Pitfalls I Had along the Way.

  109. U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

  110. Official Tensorflow Implementation of U-GAT-IT: Unsupervised Generative Attentional Networks With Adaptive Layer-Instance Normalization for Image-To-Image Translation (ICLR 2020)

  111. Animating GAnime With StyleGAN: Part 1—Introducing a Tool for Interacting With Generative Models

  112. Reimplementation of Https://arxiv.org/abs/1812.04948

  113. Nolan-Dev/GANInterface: Tool to Interface With a StyleGAN Model

  114. Generate Your Waifu With StyleGAN, Stylegan老婆生成器

  115. Manga/Comics Translation Helper Tool

  116. ［CEDEC 2020］CreativeAIでキャラを自動生成するミクシィの研究 / [CEDEC 2020] Research on Mixi That Automatically Creates Characters With Creative AI

  117. Art and CG Characters Detection Based on Torso Components Using YOLOv5

  118. https://github.com/ultralytics/yolov5/issues/6998#issue-1170533269

  119. https://www.kaggle.com/code/andy8744/predict-anime-face-using-pre-trained-model/data

  120. High-Resolution Image Synthesis with Latent Diffusion Models

  121. High-Resolution Image Synthesis With Latent Diffusion Models

  122. Keypoint Based Anime Generation With Additional CLIP Guided Tuning

  123. Rethinking The Danbooru 2021 Dataset

  124. A Closer Look Into The Latent-Diffusion Repo, Do Better Than Just Looking

  125. https://medium.com/@enryu9000/anifusion-diffusion-models-for-anime-pictures-138cf1af2cbe

  126. Danbooru2018AnimeCharacterRecognitionDataset: An Open Source Dataset Based on Danbooru2018 Dataset to Do Anime Character Recognition, With 1M Images and 70k Characters.

  127. Grapeot’s AnimeHeadDetector: An Object Detector for Character Heads in Animes, Based on Yolo V3

  128. For Holding Anime-Related Object Classification and Detection Models

  129. DAF:re: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition

  130. DAF:re/Animesion: A Challenging, Crowd-Sourced, Large-Scale, Long-Tailed Dataset For Anime Character Recognition § Methodology: Data: DAF:re

  131. Danbooru 2020 Zero-shot Anime Character Identification Dataset (ZACI-20)

  132. https://www.seeprettyface.com/mydataset_page2.html

  133. GochiUsa_Faces

  134. GochiUsa Faces, A Dataset For Anime Faces

  135. ​ Anime Crop Datasets: Faces, Figures, & Hands § Danbooru2019 Figures

  136. ​ Anime Crop Datasets: Faces, Figures, & Hands § Hands

  137. DanbooRegion: An Illustration Region Dataset (ECCV 2020)

  138. Danbooru Sketch Pair 128x

  139. Lllyasviel/sketchKeras: an U-Net With Some Algorithm to Take Sketch from Paints

  140. Ahegao Datasets from Danbooru2020

  141. Pytorch Code for Tagging Danbooru Images: Includes a Pretrained Model for Tagging Danbooru Images. Trained on the Danbooru2019 512×512 SFW Subset to Predict the 6000 Most Common ‘Category 0’ Tags. Achieves an F2 Score of 0.61 on Hold out Test Set, With a Threshold of 7.9. For More Performance Information See the Test_tagger.ipynb Notebook.

  142. RegDeepDanbooru: Yet another Deep Danbooru project

  143. Designing Network Design Spaces

  144. Yukariin/SAN_pytorch: Second-Order Attention Network for Single Image Super-Resolution (CVPR-2019)

  145. SAN: Second-Order Attention Network for Single Image Super-Resolution

  146. Pytorch Implementation of Natural and Realistic Single Image Super-Resolution

  147. Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination

  148. Gender Separation and Face Extraction from SFW Danbooru Dataset

  149. Utility for Working With Danbooru2018 Dataset

  150. A Fast and Light-Weighted Anime Face Detection Based on LFFD.

  151. LFFD: A Light and Fast Face Detector for Edge Devices

  152. A Faster-RCNN Based Anime Face Detector Implementation Using Tensorflow

  153. https://github.com/IrisRainbowNeko/ML-Danbooru

  154. https://huggingface.co/Ryukijano/CatCon-Controlnet-WD-1-5-b2R

  155. Scripts and Tools for Working With the Danbooru2018 Data Set.

  156. A Script to Create a SQLite Database from the Danbooru2018 Metadata Files.

  157. https://github.com/jxu/danbooru2018-metadata

  158. https://huggingface.co/datasets/KBlueLeaf/Danbooru2021-SQLite

  159. A ‘Browser’ for Viewing Images Associated With Tags. Presents a List of Tags. Selecting a Tag Will Show the First Image With That Tag. Can Cycle through All Images With That Tag. The Browser Is a Simple TKinter Interface and May Be Run on Any Platform With Python 3 Installed.

  160. https://github.com/dobrosketchkun/yet_another_stable_diffusion_webui_scripts_repository/tree/main/stand-alone_scripts/random_tags_prompt

  161. Helper Scripts to Download Images With Specific Tags from the Danbooru Dataset

  162. https://huggingface.co/datasets/animelover/danbooru2022

  163. ​ ‘Danbooru AI’ directory

  164. ​ Darknet Market Archives (2013–2015)

  165. Solid Black Thumbnail Wiki

  166. Active Learning Literature Survey

  167. https://www.reddit.com/r/MachineLearning/comments/7xk4zh/p_danbooru2017_a_new_dataset_of_294m_anime_images/

  168. https://www.reddit.com/r/anime/comments/7xlo75/p_danbooru2017_a_new_dataset_of_294m_anime_images/

  169. A List of Papers and Other Resources on Computer Vision and Deep Learning With Anime Style Images

  170. A Curated List of Awesome Machine Learning Resources Related to Anime, Manga and so On.

  171. https://www.reddit.com/r/AnimeResearch/

  172. E621 Face Dataset

  173. MyWaifuList

  174. LuqueDaniel/pybooru: Pybooru Is a Python Package to Access to the API of Danbooru/Moebooru Based Sites

  175. Wikipedia Bibliography:

    1. Imageboard § Danbooru-style boards  :

      https://en.wikipedia.org/wiki/Imageboard#Danbooru-style_boards

    2. Neural scaling law  :

      https://en.wikipedia.org/wiki/Neural_scaling_law

    3. Neon Genesis Evangelion

    4. Touhou Project

    5. Folksonomy

    6. Image map  :

      https://en.wikipedia.org/wiki/Image_map

    7. DeepDream

    8. Dutch angle  :

      https://en.wikipedia.org/wiki/Dutch_angle

    9. Mixi

    10. Monster Strike  :

      https://en.wikipedia.org/wiki/Monster_Strike

    11. Is the Order a Rabbit?  :

      https://en.wikipedia.org/wiki/Is_the_Order_a_Rabbit%3F

    12. Tkinter  :

      https://en.wikipedia.org/wiki/Tkinter

    13. Wikipedia:Disambiguation