awesome-face-related-list

A list of things I've used myself and found to be robust and useful.
https://github.com/kingsj0405/awesome-face-related-list

Last synced: about 5 hours ago
JSON representation

Face modeling
- 3D Morphable Face Model (3DMM)
  - 3DDFA_V2
  - survey
Face Perception
- Facial Landmark
  - AdaptiveWingLoss
  - HRNets - Interspecies-Landmark-Detection](https://github.com/kingsj0405/HRNet-Interspecies-Landmark-Detection).
  - FAN
  - dlib
- Face Tracking
  - SORT
- Face Detection & Tracking
  - dlib
  - ArcFace
  - RetinaFace
Face Manipulation
- Face IQA
  - HyperIQA
- Face Reenactment with driving video
  - Cross-Identity
  - LIA - project/).
- Lip-sync with speech
  - Wav2Lip
  - PC-AVS - nju-cuhk/Talking-Face_PC-AVS). [project page](https://hangz-nju-cuhk.github.io/projects/PC-AVS).
  - StyleSync
- Face Reenactment with driving audio
  - MakeItTalk
  - AD-NeRF - NeRF). [project page](https://yudongguo.github.io/ADNeRF/).
  - SSP-NeRF - NeRF). [project page](https://alvinliu0.github.io/projects/SSP-NeRF).
  - GeneFace
  - SadTalker
  - IP_LAP - Zhong/IP_LAP).
Generative Model
- Variational Inference (e.g. VAE, Flow-based Model)
  - Flow++
  - survey
  - thesis
  - VAE
  - IAF
  - Glow
- Diffusion Model
  - ImprovedDDPM
  - DDPM
  - GuidedDiffusion - diffusion).
- Generative Adversarial Network (GAN)
  - StyleGAN
  - StyleGAN2
  - StyleGAN2-ADA
  - StyleGAN3
  - MoStGAN-V - shen.github.io/MoStGAN-V/). [arXiv](https://arxiv.org/abs/2304.02777).
Dataset
- VoxCeleb2 - preprocessing](https://github.com/kingsj0405/video-preprocessing).
- WFLW
- LRW
- CelebVHQ - HQ/CelebV-HQ). [arXiv](https://arxiv.org/abs/2207.12393)
- VFHQ
Non-human Face
- Face Manipulation
  - Pareidolia Face Reenactment
- Perception
  - DIFE

Programming Languages

Categories

Generative Model 14 Face Manipulation 12 Face Perception 8 Dataset 5 Face modeling 2 Non-human Face 2

Sub Categories

Face Reenactment with driving audio 6 Variational Inference (e.g. VAE, Flow-based Model) 6 Generative Adversarial Network (GAN) 5 Facial Landmark 4 Lip-sync with speech 3 Diffusion Model 3 Face Detection & Tracking 3 3D Morphable Face Model (3DMM) 2 Face Reenactment with driving video 2 Face Manipulation 1 Perception 1 Face Tracking 1 Face IQA 1

Keywords

face-alignment 3 deep-learning 2 pytorch 2 3d 1 3d-face 1 3d-face-alignment 1 3d-landmarks 1 3dmm 1 alignment 1 computer-vision 1 eccv 1 eccv-2020 1 onnx 1 single-image-reconstruction 1 deep-high-resolution-net 1 facealignment 1 facial-landmarks 1 hrnets 1 face-detection 1 face-detector 1 python 1 density-estimation 1 generative-models 1 neural-networks 1 normalizing-flows 1 tensorflow 1