3DDFA
Face alignment
A deep learning project that aims to align 3D facial landmarks in real-time with a focus on accuracy and efficiency.
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
4k stars
118 watching
653 forks
Language: Python
last commit: over 2 years ago 3d3d-face3dmmcomputer-visiondeep-learningface-alignmentpythonpytorch
Related projects:
Repository | Description | Stars |
---|---|---|
deepinsight/insightface | A comprehensive framework for 2D and 3D face analysis with applications in age estimation, recognition, alignment, and swapping. | 23,730 |
leoxiaobin/deep-high-resolution-net.pytorch | An implementation of a deep learning network for human pose estimation using high-resolution representations | 4,354 |
1adrianb/face-alignment | A PyTorch-based library for detecting and aligning facial landmarks in 2D and 3D images | 7,137 |
facebookresearch/pytorch3d | A deep learning library for 3D data processing and computer vision research using PyTorch | 8,889 |
tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 36,009 |
open-mmlab/mmpose | A comprehensive toolbox for pose estimation tasks in computer vision | 5,952 |
biubug6/pytorch_retinaface | An implementation of a face detection model using PyTorch | 2,654 |
mvig-sjtu/alphapose | A real-time and accurate system for estimating and tracking multiple people's poses in images and videos. | 8,084 |
mks0601/3dmppe_posenet_release | A PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image | 825 |
facebookresearch/dinov2 | A PyTorch implementation of a self-supervised learning method for learning robust visual features without supervision. | 9,425 |
clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,513 |
nvlabs/ffhq-dataset | A high-quality image dataset of human faces created to benchmark generative adversarial networks. | 3,776 |
mkocabas/vibe | A video pose and shape estimation method that predicts body parameters for each frame of an input video. | 2,911 |
sanghyun-son/edsr-pytorch | Provides a PyTorch implementation of single image super-resolution | 2,457 |
zllrunning/face-parsing.pytorch | Implementation of a face parsing model using PyTorch and a modified BiSeNet architecture. | 2,346 |