list.md

Personal Projects

Personal Projects

Repo

• Anime Face Detector
  • https://github.com/hysts/anime-face-detector

Having Fun with the TADNE (This Anime Does Not Exist) model

• TADNE
  • https://thisanimedoesnotexist.ai/
• TADNE Image Viewer
• TADNE Image Selector
• TADNE Interpolation
• TADNE Image Search with DeepDanbooru

StyleGAN3 Experiments

• StyleGAN3 Anime Face Generation (exp-001)
• StyleGAN3 Anime Face Generation (exp-002)
• StyleGAN3 Food101

Diffusers Experiments

• Anime Face Generation with Diffusers

Unofficial Demo Apps for Public Repositories

List of Papers

Conference Papers

• CVPR 2022

  • https://cvpr2022.thecvf.com/
  • https://openaccess.thecvf.com/CVPR2022
  • https://github.com/amusi/CVPR2022-Papers-with-Code

• ICML 2022

  • https://icml.cc/Conferences/2022/
  • https://proceedings.mlr.press/v162/

• NAACL 2022

  • https://2022.naacl.org/

General

Object Detection

• MaskCut
  • https://github.com/facebookresearch/CutLER
• CutLER
  • https://github.com/facebookresearch/CutLER
• mmdetection
  • https://github.com/open-mmlab/mmdetection
• CBNetV2
  • https://github.com/VDIGPKU/CBNetV2
  • http://arxiv.org/abs/2107.00420

Human Pose Estimation

• ViTPose, ViTPose (for video)
  • https://github.com/ViTAE-Transformer/ViTPose
  • https://arxiv.org/abs/2204.12484

Image Captioning

• BLIP-2
  • https://arxiv.org/abs/2301.12597
  • https://github.com/salesforce/LAVIS/tree/main/projects/blip2

Image Restoration

• DDNM-HQ
  • https://github.com/wyhuai/DDNM/
  • https://arxiv.org/abs/2303.00354
  • https://arxiv.org/abs/2212.00490

Image Generation

GAN (General)

• StyleGAN-Human, StyleGAN-Human (interpolation), StyleGAN-Human (Blocks ver.)
  • https://github.com/stylegan-human/StyleGAN-Human
• Self-Distilled StyleGAN
  • https://github.com/self-distilled-stylegan/self-distilled-internet-photos
  • https://arxiv.org/abs/2202.12211
• StyleGAN-XL
  • https://github.com/autonomousvision/stylegan_xl
  • https://arxiv.org/abs/2202.00273
• StyleSwin
  • https://github.com/microsoft/StyleSwin
  • https://arxiv.org/abs/2112.10762
• Projected GAN
  • https://github.com/autonomousvision/projected_gan
  • https://arxiv.org/abs/2111.01007
• StyleGAN3
  • https://github.com/NVlabs/stylegan3
  • https://arxiv.org/abs/2106.12423
• MobileStyleGAN
  • https://github.com/bes-dev/MobileStyleGAN.pytorch
  • https://arxiv.org/abs/2104.04767
• StyleGAN2
  • https://github.com/NVlabs/stylegan3
  • https://arxiv.org/abs/1912.04958

Editing, Controlling etc.

• Text2Human
  • https://github.com/yumingj/Text2Human
  • https://arxiv.org/abs/2205.15996
• DualStyleGAN, DualStyleGAN (Blocks ver.)
  • https://github.com/williamyang1991/DualStyleGAN
  • https://arxiv.org/abs/2203.13248
• HairCLIP
  • https://github.com/wty-ustc/HairCLIP
  • https://arxiv.org/abs/2112.05142
• GAN-Control
  • https://github.com/amazon-research/gan-control
  • https://arxiv.org/abs/2101.02477

Text-to-Image Generation

• UniDiffuser
  • https://arxiv.org/abs/2303.06555
  • https://github.com/thu-ml/unidiffuser
• ControlNet, ControlNet-with-other-models
  • https://arxiv.org/abs/2302.05543
  • https://github.com/lllyasviel/ControlNet
• Plug-and-Play diffusion features
  • https://arxiv.org/abs/2211.12572
  • https://github.com/MichalGeyer/plug-and-play
• TEXTure
  • https://github.com/TEXTurePaper/TEXTurePaper
• Attend-and-Excite
  • https://github.com/AttendAndExcite/Attend-and-Excite
  • https://arxiv.org/abs/2301.13826
• LoRA DreamBooth Training UI
  • https://github.com/huggingface/diffusers/tree/main/examples/dreambooth
• LoRA + SD training
  • https://github.com/cloneofsimo/lora
• Multiresolution Textual Inversion
  • https://arxiv.org/abs/2211.17115
  • https://github.com/giannisdaras/multires_textual_inversion
• CogView2
  • https://github.com/THUDM/CogView2
  • https://arxiv.org/abs/2204.14217

Text-to-Video Generation

• Tune-A-Video Training UI
  • https://github.com/showlab/Tune-A-Video
  • https://arxiv.org/abs/2212.11565
• CogVideo
  • https://github.com/THUDM/CogVideo
  • https://arxiv.org/abs/2205.15868

Face Detection, Human Pose Estimation etc.

Face Detection/Alignment

• insightface SCRFD
  • https://github.com/deepinsight/insightface/tree/master/detection/scrfd
  • https://arxiv.org/abs/2105.04714
• face-alignment
  • https://github.com/1adrianb/face-alignment
  • https://arxiv.org/abs/1703.07332
• ibug-group/face_detection
  • https://github.com/ibug-group/face_detection
• ibug-group/face_alignment
  • https://github.com/ibug-group/face_alignment
• atksh/onnx-facial-lmk-detector
  • https://github.com/atksh/onnx-facial-lmk-detector

Face Detection/Alignment (Selfie)

• MediaPipe Face Mesh
  • https://github.com/google/mediapipe
  • https://arxiv.org/abs/1907.06724
• MediaPipe Face Detection
  • https://github.com/google/mediapipe
  • https://arxiv.org/abs/1907.05047

Face Parsing

• hhj1897/face_parsing
  • https://github.com/hhj1897/face_parsing
  • https://arxiv.org/abs/2102.02717
• CelebAMask-HQ
  • https://github.com/switchablenorms/CelebAMask-HQ
  • https://arxiv.org/abs/1907.11922

Head Pose Estimation

• Hopenet
  • https://github.com/natanielruiz/deep-head-pose
  • https://arxiv.org/abs/1710.00925

Age Estimation

• FP-Age
  • https://github.com/ibug-group/fpage
  • https://arxiv.org/abs/2106.11145
• yu4u/age-estimation-pytorch
  • https://github.com/yu4u/age-estimation-pytorch

Emotion Recognition

• ibug-group/emotion_recognition
  • https://github.com/ibug-group/emotion_recognition

Person Detection

• Person Detection (insightface, SCRFD)
  • https://github.com/deepinsight/insightface/tree/master/examples/person_detection
  • https://arxiv.org/abs/2105.04714

Human Pose Estimation

• MediaPipe Pose Estimation
  • https://github.com/google/mediapipe
  • https://arxiv.org/abs/2006.10204

Anime/Illustrations

Illustration Tagger

• RF5/danbooru-pretrained
  • https://github.com/RF5/danbooru-pretrained
• KichangKim/DeepDanbooru
  • https://github.com/KichangKim/DeepDanbooru
• ShuhongChen/bizarre-pose-estimator (tagger)
  • https://github.com/ShuhongChen/bizarre-pose-estimator
  • https://arxiv.org/abs/2108.01819

Anime Face Detection

• nagadomi/lbpcascade_animeface
  • https://github.com/nagadomi/lbpcascade_animeface
• zymk9/yolov5_anime
  • https://github.com/zymk9/yolov5_anime

Anime Face Alignment

• kanosawa/anime_face_landmark_detection
  • https://github.com/kanosawa/anime_face_landmark_detection

Anime Character Segmentation

• zymk9/Yet-Another-Anime-Segmenter
  • https://github.com/zymk9/Yet-Another-Anime-Segmenter
• ShuhongChen/bizarre-pose-estimator (segmenter)
  • https://github.com/ShuhongChen/bizarre-pose-estimator
  • https://arxiv.org/abs/2108.01819

Sketch

• AnimeGANv3 PortraitSketch
  • https://github.com/TachibanaYoshino/AnimeGANv3
    • https://colab.research.google.com/drive/1XYNWwM8Xq-U7KaTOqNap6A-Yq1f-V-FB?usp=sharing
• Mukosame/Anime2Sketch
  • https://github.com/Mukosame/Anime2Sketch
  • https://arxiv.org/abs/2104.05703
• MangaLineExtraction_PyTorch
  • https://github.com/ljsabc/MangaLineExtraction_PyTorch
  • https://www.cse.cuhk.edu.hk/~ttwong/papers/linelearn/linelearn.html

OCR

• kha-white/manga-ocr
  • https://github.com/kha-white/manga-ocr