2DASL
Face Reconstruction Toolbox
A toolbox for 3D face reconstruction and dense face alignment from a single image using self-supervised learning.
The code (pytorch for testing & matlab for 3D plot and evaluation) for our project: Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning （2DASL）
467 stars
31 watching
116 forks
Language: MATLAB
last commit: over 6 years agoLinked from 1 awesome list
uhub/awesome-matlabRelated projects:
| Repository | Description | Stars |
|---|---|---|
 akanimax/t2f | Generates images of human faces based on textual descriptions using deep learning techniques. | 548 |
 gap-lab-cuhk-sz/total3dunderstanding | An implementation of a 3D scene reconstruction method from a single image using computer vision and machine learning techniques | 424 |
 germain-hug/structured-light-depth-acquisition | A Matlab implementation of a 3D reconstruction algorithm using structured light depth acquisition | 70 |
 svip-lab/planarreconstruction | A PyTorch implementation of a deep learning-based approach to piece-wise planar 3D reconstruction from single images. | 364 |
 sanketd92/ct-image-reconstruction | Reconstructs 2D images from CT sinograms using back-projection algorithms | 89 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 1adrianb/face-alignment | A PyTorch-based library for detecting and aligning facial landmarks in 2D and 3D images | 7,137 |
 tstandley/xception-pytorch | An implementation of a deep learning model using PyTorch and depthwise separable convolutions for image classification | 249 |
 ashual/scene_generation | A PyTorch implementation of a deep learning-based method for generating interactive scenes with specified object attributes and relations | 188 |
 hongwenzhang/pymaf | Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation | 600 |
 anilbas/3dmmasstn | A tool for using 3D Morphable Models as spatial transformers within convolutional neural networks for face image processing | 280 |
 georg-jung/explain-face-rec | An interactive tutorial on face recognition technology using .NET and Blazor | 16 |
 amosgropp/igr | An algorithm for learning implicit signed distance representations from point clouds to reconstruct 3D surfaces. | 401 |
 donydchen/ganimation_replicate | Reimplementation of GANimation facial animation from a single image using PyTorch | 251 |
 hoffsupes/structured-light-laser-stripe-reconstruction | Automatically reconstructs 3D depth information from images of a laser stripe on an object | 45 |