Junlin Chang's repositories
3DFace
This repository contains the dataset including the pair of 2D face image and its corresponding 3D face geometry model.
AudioStyleNet
This repository contains the code for my master thesis on Emotion-Aware Facial Animation
autogluon
AutoGluon: AutoML for Text, Image, and Tabular Data
awesome
😎 Awesome lists about all kinds of interesting topics
awesome-Face_Recognition
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
awesome-NeRF
A curated list of awesome neural radiance fields papers
awesome-neural-rendering
A collection of resources on neural rendering.
Awesome-Vision-Attentions
Summary of related papers on visual attention
conformer
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
curated-list-of-awesome-3D-Morphable-Model-software-and-data
The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.
DECA
DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)
Deep3DFaceRecon_pytorch
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.
dlib
A toolkit for making real world machine learning and data analysis applications in C++
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
facescape
FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction (CVPR2020)
ganhacks
starter from "How to Train a GAN?" at NIPS2016
gnn
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
MGCNet
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency[ECCV 2020]
mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
pggan-pytorch
:fire::fire: PyTorch implementation of "Progressive growing of GANs (PGGAN)" :fire::fire:
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
SADRNet
[TIP 2021] SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction
TBGAN
Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
unsupervised-detail-layer
Code repository for paper "Self-supervised Learning of Detailed 3D Face Reconstruction"