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  3. ​ Making Anime Faces With StyleGAN

  4. ThisWaifuDoesNotExist.net

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

  6. ​ Making Anime With BigGAN

  7. ​ Anime Neural Net Graveyard

  8. ​ Anime Crop Datasets: Faces, Figures, & Hands

  9. ​ This Waifu Does Not Exist

  10. ColorizeDiffusion v2: Enhancing Reference-based Sketch Colorization Through Separating Utilities

  11. camie-tagger: Anime Image Tagger

  12. Image Referenced Sketch Colorization Based on Animation Creation Workflow

  13. ColorizeDiffusion: Improving Reference-Based Sketch Colorization with Latent Diffusion Model

  14. CSHNet: A Novel Information Asymmetric Image Translation Method

  15. Exploring Denoising Diffusion Models for Realistic Anime Character Generation

  16. CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation

  17. Generating Diverse and Reliable Features for Few-Shot Learning

  18. ImagiNet: A Multi-Content Dataset for Generalizable Synthetic Image Detection via Contrastive Learning

  19. Three-Dimension Animation Character Design Based on Probability Genetic Algorithm

  20. Global-Local Similarity for Efficient Fine-Grained Image Recognition with Vision Transformers

  21. 2D virtual YouTuber character generation using generative adversarial networks

  22. Towards Generated Image Provenance Analysis Via Conceptual-Similar-Guided-SLIP Retrieval

  23. Sketch2Manga: Shaded Manga Screening from Sketch with Diffusion Models

  24. CartoonizeDiff: Diffusion-Based Photo Cartoonization Scheme

  25. AnimeDiffusion: Anime Diffusion Colorization

  26. Bridging the Gap: Sketch to Color Diffusion Model with Semantic Prompt Learning

  27. Re:Draw—Context Aware Translation as a Controllable Method for Artistic Production

  28. Applying Conditional Information in Guiding Diffusion-Based method for Anime-Style Face Drawing

  29. Machine Learning for Anime: Illustration, Animation, and 3D Characters

  30. Multi visual feature fusion based fog visibility estimation for expressway surveillance using deep learning network

  31. DreamTuner: Single Image is Enough for Subject-Driven Generation

  32. Retrieving Conditions from Reference Images for Diffusion Models

  33. Optimal transport-based unsupervised semantic disentanglement: A novel approach for efficient image editing in GANs

  34. Application of Generative Adversarial Networks in Color Art Image Shadow Generation

  35. Controllable Feature-Preserving Style Transfer

  36. Region Assisted Sketch Colorization

  37. FlatGAN: A Holistic Approach for Robust Flat-Coloring in High-Definition with Understanding Line Discontinuity

  38. One-for-All: Towards Universal Domain Translation with a Single StyleGAN

  39. The Colorization Based on Self-Attention Mechanism and GAN

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  44. Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation

  45. DualVAE: Controlling Colors of Generated and Real Images

  46. Generalizable Synthetic Image Detection via Language-guided Contrastive Learning

  47. Generative Model Watermarking Suppressing High-Frequency Artifacts

  48. Multi-Label Classification in Anime Illustrations Based on Hierarchical Attribute Relationships

  49. Diffusart: Enhancing Line Art Colorization with Conditional Diffusion Models

  50. Parsing-Conditioned Anime Translation: A New Dataset and Method

  51. Hierarchical Multi-Label Attribute Classification With Graph Convolutional Networks on Anime Illustration

  52. Thangka Sketch Colorization Based on Multi-Level Adaptive-Instance-Normalized Color Fusion and Skip Connection Attention

  53. Two-Step Training: Adjustable Sketch Colorization via Reference Image and Text Tag

  54. Reference-based Image Composition with Sketch via Structure-aware Diffusion Model

  55. KD-DLGAN: Data Limited Image Generation via Knowledge Distillation

  56. Enhancing Image Representation in Conditional Image Synthesis

  57. FEditNet: few-shot editing of latent semantics in GAN spaces

  58. A novel model watermarking for protecting generative adversarial network

  59. PMSGAN: Parallel Multistage GANs for Face Image Translation

  60. Fast semi-supervised self-training algorithm based on data editing

  61. FAEC-GAN: An unsupervised face-to-anime translation based on edge enhancement and coordinate attention

  62. DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editings

  63. HRInversion: High-Resolution GAN Inversion for Cross-Domain Image Synthesis

  64. Appearance-preserved Portrait-to-anime Translation via Proxy-guided Domain Adaptation

  65. Augmenting Conversations With Comic-Style Word Balloons

  66. Dr.3D: Adapting 3D GANs to Artistic Drawings

  67. Unsupervised Discovery of Disentangled Interpretable Directions for Layer-Wise GAN

  68. DreamArtist: Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning

  69. A Creative Industry Image Generation Dataset Based on Captions

  70. An analysis: different methods about line art colorization

  71. Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization

  72. GCN-Based Multi-Modal Multi-Label Attribute Classification in Anime Illustration Using Domain-Specific Semantic Features

  73. AniWho: A Quick and Accurate Way to Classify Anime Character Faces in Images

  74. Generalizing Factorization of GANs by Characterizing Convolutional Layers

  75. Collaborative Neural Rendering using Anime Character Sheets

  76. Anime Character Recognition using Intermediate Features Aggregation

  77. Pastiche Master (DualStyleGAN): Exemplar-Based High-Resolution Portrait Style Transfer

  78. DualStyleGAN: Official PyTorch Implementation for "Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer"

  79. Classify and generate: Using classification latent space representations for image generations

  80. Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling

  81. Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization

  82. Image Quality Assessment Using Synthetic Images

  83. Passive Non-Line-of-Sight Imaging Using Optimal Transport

  84. Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

  85. 3D Modeling Design of Multirole Virtual Character Based on Visual Communication in Wireless Sensor Networks

  86. Unsupervised Learning of Compositional Energy Concepts

  87. StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN

  88. Fine-Grained Control of Artistic Styles in Image Generation

  89. Evaluating Loss Functions for Illustration Super-Resolution Neural Networks

  90. SmartShadow: Artistic Shadow Drawing Tool for Line Drawings

  91. Generative Probabilistic Image Colorization

  92. Unaligned Image-to-Image Translation by Learning to Reweight

  93. Line Art Colorization Based on Explicit Region Segmentation

  94. DP-LaSE: Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations

  95. Transfer Learning for Pose Estimation of Illustrated Characters

  96. Graph Jigsaw Learning for Cartoon Face Recognition

  97. Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects

  98. Hide Chopin in the Music: Efficient Information Steganography Via Random Shuffling

  99. Generating Manga from Illustrations via Mimicking Manga Workflow

  100. AdvStyle: Discovering Interpretable Latent Space Directions of GANs Beyond Binary Attributes

  101. User-Guided Line Art Flat Filling With Split Filling Mechanism

  102. MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains

  103. EigenGAN: Layer-Wise Eigen-Learning for GANs

  104. Cross-Domain and Disentangled Face Manipulation with 3D Guidance

  105. Line Art Colorization with Concatenated Spatial Attention

  106. CómicGAN: Generación de ilustraciones con redes GAN de crecimiento progresivo

  107. Few-shot Semantic Image Synthesis Using StyleGAN Prior

  108. AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation

  109. Hiding Data Hiding

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

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

  112. Scoring images from TADNE with CLIP

  113. Stylized-Colorization for Line Arts

  114. Semi-automatic Manga Colorization Using Conditional Adversarial Networks

  115. Data Instance Prior for Transfer Learning in GANs

  116. LDM: Automatic Colorization of Anime Style Illustrations Using a Two-Stage Generator

  117. Automatic Colorization of High-resolution Animation Style Line-art based on Frequency Separation and Two-Stage Generator

  118. Colorization of Line Drawings with Empty Pupils

  119. Few-Shot Adaptation of Generative Adversarial Networks

  120. Network-to-Network Translation with Conditional Invertible Neural Networks

  121. Watermarking Neural Networks with Watermarked Images

  122. Deep learning-based classification of the polar emotions of ‘moe’-style cartoon pictures

  123. Unsupervised Image-to-Image Translation via Pre-trained StyleGAN-2 Network

  124. RegDeepDanbooru: Yet another Deep Danbooru project

  125. Yet-Another-Anime-Segmenter

  126. Unconstrained Text Detection in Manga

  127. Learning from the Past: Meta-Continual Learning with Knowledge Embedding for Jointly Sketch, Cartoon, and Caricature Face Recognition

  128. Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

  129. A Good Image Generator Is What You Need for High-Resolution Video Synthesis

  130. Demonstrating that dataset domains are largely linearly separable in the feature space of common CNNs

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

  132. Closed-Form Factorization of Latent Semantics in GANs

  133. Multi-Density Sketch-to-Image Translation Network

  134. System for searching illustrations of anime characters focusing on degrees of character attributes

  135. Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence

  136. MakeItTalk: Speaker-Aware Talking-Head Animation

  137. Classification Representations Can be Reused for Downstream Generations

  138. Avatar Artist Using GAN [CS230]

  139. Designing Network Design Spaces

  140. Training Effective Model for Real-Time Detection of NSFW Photos and Drawings

  141. Deep-Eyes: Fully Automatic Anime Character Colorization with Painting of Details on Empty Pupils

  142. GochiUsa Faces, A Dataset For Anime Faces

  143. MineGAN: effective knowledge transfer from GANs to target domains with few images

  144. Interactive Anime Sketch Colorization with Style Consistency via a Deep Residual Neural Network

  145. Unpaired Sketch-to-Line Translation via Synthesis of Sketches

  146. CartoonRenderer: An Instance-based Multi-Style Cartoon Image Translator

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

  148. Semantic Example Guided Image-to-Image Translation

  149. Artbreeder

  150. Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss

  151. Anime Sketch Coloring with Swish-gated Residual U-net and Spectrally Normalized GAN (SSN-GAN)

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

  153. Waifu Labs

  154. How we built the Waifu Vending Machine

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

  156. Disentangling Style and Content in Anime Illustrations

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

  158. Image Generation From Small Datasets via Batch Statistics Adaptation

  159. Spatially Controllable Image Synthesis with Internal Representation Collaging

  160. Improving Shape Deformation in Unsupervised Image-to-Image Translation

  161. Style2Paints GitHub repository

  162. Two-stage Sketch Colorization

  163. Teaching Computers to Spot Naughty Ponies

  164. Designing Better File Organization around Tags, Not Hierarchies

  165. Deep Danbooru

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

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  168. StyleGAN-2 512px Trained on Danbooru2019

  169. Danbooru

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

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

  172. Manga/Comics Translation Helper Tool

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

  174. Tag2pix GUI Version

  175. Montia/bw2color

  176. Reimplementation of Style2Paints V3

  177. Pretrained Pytorch Models for the Danbooru2018 Dataset

  178. Ahegao Datasets from Danbooru2020

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

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

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

  182. 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.

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

  184. Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss

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

  186. V Objective Diffusion Inference Code for JAX.

  187. Anime Artist

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

  189. Gender Separation and Face Extraction from SFW Danbooru Dataset

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

  191. 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.

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

  193. The JoyTag Image Tagging Model

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

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

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

  198. Anime Face Detector Using Mmdet and Mmpose

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

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

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

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

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

  204. High-Resolution Image Synthesis With Latent Diffusion Models

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

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

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

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

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

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

  211. Utility for Working With Danbooru2018 Dataset

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

  213. Yu45020/Text_Segmentation_Image_Inpainting

  214. DuCol: Text-Tag Adaptive Colorization of Dual-Character Line Art

  215. ［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

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  217. Keypoint Based Anime Generation With Additional CLIP Guided Tuning

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  219. Rethinking The Danbooru 2021 Dataset

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

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  225. 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.

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  279. 2D virtual YouTuber character generation using generative adversarial networks

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  281. Optimal transport-based unsupervised semantic disentanglement: A novel approach for efficient image editing in GANs

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  283. Controllable Feature-Preserving Style Transfer

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  293. AniWho: A Quick and Accurate Way to Classify Anime Character Faces in Images

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  295. Generalizing Factorization of GANs by Characterizing Convolutional Layers

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  301. Late-Resizing: A Simple but Effective Sketch Extraction Strategy for Improving Generalization of Line-Art Colorization

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  326. Wikipedia Bibliography:

    1. Fan Yi  :

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

    2. Takahiro Ogawa  :

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

    3. Takahiro Ogawa  :

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

    4. Yi Ji  :

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

    5. Patrick Esser  :

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

    6. Joel Simon  :

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

    7. Yi Ji  :

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