tszhang97's repositories
3dv_tutorial
An Invitation to 3D Vision: A Tutorial for Everyone
3dpw-eval
This repository contains the evaluation code for the ECCV 2020 workshop on 3D Pose Estimation in the Wild
AI4Animation
Bringing Characters to Life with Computer Brains in Unity
AlphaPose
Real-Time and Accurate Multi-Person Pose Estimation&Tracking System
autograd
Efficiently computes derivatives of numpy code.
awesome-human-pose-estimation
Human Pose Estimation Related Publication
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
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.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DEODR
A differentiable renderer with Pytorch, Tensorflow and Matlab interfaces
Gradient-Centralization
A New Optimization Technique for Deep Neural Networks
I2L-MeshNet_RELEASE
Official PyTorch implementation of "I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image", ECCV 2020
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
mmdetection
OpenMMLab Detection Toolbox and Benchmark
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
occupancy_networks
This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
openpose-plus
High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, DPN, CSPNet, and more
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
rbdl
RBDL is a C++ library that contains some essential and efficient rigid body dynamics algorithms such as the Articulated Body Algorithm (ABA) for forward dynamics, Recursive Newton-Euler Algorithm (RNEA) for inverse dynamics, the Composite Rigid Body Algorithm (CRBA) for the efficient computation of the joint space inertia matrix and is also able to compute forward dynamics with external contact constraints and collision impulses. Furthermore it has some basic support for forward and inverse kinematics.
ResNeSt
ResNeSt: Split-Attention Network
ROMP
ROMP: Monocular, One-stage, Regression of Multiple 3D People, ICCV21
smplxpp
Super fast SMPL/+H/-X implementation in C++, with CUDA support and a built-in OpenGL renderer
SOTA-on-monocular-3D-pose-and-shape-estimation
State-of-the-art methods on monocular 3D pose estimation / 3D mesh recovery
STAR
ECCV2020 - Official code repository for the paper : STAR - A Sparse Trained Articulated Human Body Regressor
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
VIBE
Official implementation of "VIBE: Video Inference for Human Body Pose and Shape Estimation"