Wang Duomin's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
antialiased-cnns
pip install antialiased-cnns to improve stability and accuracy
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-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Awesome-Talking-Face
đź“– A curated list of resources dedicated to talking face.
BFM_to_FLAME
Convert from Basel Face Model (BFM) to the FLAME head model
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
CaricatureFace
The source code for paper "Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model".
CMC
[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis
facepf
face profile augmentation in 3ddfa. profile face synthesis from frontal face
g3an-project
[CVPR 20] G3AN: Disentangling Appearance and Motion for Video Generation
GIF
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
ISDA-for-Deep-Networks
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
lambda-networks
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Long-Tailed-Recognition.pytorch
[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.
loss-landscape
Code for visualizing the loss landscape of neural nets
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥
neural-processes
This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).
nvae
An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》
prml
Repository of notes, code and notebooks for the book Pattern Recognition and Machine Learning by Christopher Bishop
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
RepVGG
RepVGG: Making VGG-style ConvNets Great Again
snake_cuda8
Deep Snake for Real-Time Instance Segmentation,pytorch1.0,cuda8.0
torchdistill
A Modular, Configuration-Driven Framework for Knowledge Distillation
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.