villawang

CatNet

CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture Recognition

Neuro-AI-Interface

Use deep neural networks to synthesize the Neuroscore for evaluating Generative Adversarial Networks

C3D-EgoGesture

C3D model for EgoGesture video recognition

TEAM-Net

Official Implementation of paper "TEAM-Net: Multi-modal Learning for VideoAction Recognition with Partial Decoding, BMVC 2021"

pytorch-template

PyTorch deep learning projects made easy.

Raman-denoise

Use of deep generative model to denoise raman spectrum

VECTOR-CARS

Official implementation for paper "VECTOR: Very Deep Convolutional Autoencoders for Non-Resonant Background Removal in Broadband Coherent Anti-Stokes Raman Scattering"

Continual_Learning_CV

Continual Learning Toolbox for Computer Vision Tasks

Todo-list

This is my todo list and some useful materials

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

BMSG-GAN

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Depth2HHA-python

Use python3 to convert depth image into hha image

hextool

hex manipulation utility also dump binary data to hex format and restore from there

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

kinetics-downloader

Download DeepMind's Kinetics dataset.

Learning-Notes

Notes and resources on Machine Learning

Lifelong-learning-competition

lifelong-object-recognition-challenge

This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.

openvqa

A lightweight, scalable, and general framework for visual question answering research

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

Real-time-GesRec

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture and Jester

rGAN

rGAN: Label-Noise Robust Generative Adversarial Networks

SciencePlots

Matplotlib styles for scientific plotting

tafe-net

Code for TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning (CVPR 2019)

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

Torque2D

MIT Licensed Open Source version of Torque 2D game engine from GarageGames

Tutorials

Tutorials for creating figures, tables, or other content for AAS Journals.

villawang.github.io

:sparkles: Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

YOWO

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization