xiu-cs

ROS2Studio

Hey guys! Let's play ROS2 on Google Colab!

TAMBRIDGE-DAVID

cv-daily

This is an Arxiv paper collection

epic-guide.github.io

Guidebook for IC PhD life at EPFL

wholebody3d

Official repository of Human3.6M 3D WholeBody (H3WB) dataset

DGTR

PyTorch Implementation of "Dual-Branch Graph Transformer Network for 3D Human Mesh Reconstruction from Video"

HoT

[CVPR 2024 🔥] Official implementation of the paper "⏳ Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation"

DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

AttA-NET

ATTENTION AGGREGATION NETWORK FOR AUDIO-VISUAL EMOTION RECOGNITION

vegetebird.github.io

PMCE

[ICCV 2023] PyTorch Implementation of "Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video"

IGANet

IGANet, single-frame based 3D human pose estimation

HybrIK

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

VirtualMarker

[CVPR 2023] Offical Pytorch implementation of "3D Human Mesh Estimation from Virtual Markers"

GraphMLP

Official implementation of our paper "GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation".

ResNet-with-CifarCorruption

ResNet, Pytorch, Cifar and Cifar Corruption

HTNet

HTFormer: Human Topology Aware Transformer for 3D Human Pose Estimation

GATOR

Official code of ICASSP 2023 paper "GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Reconstruction from a 2D Pose"

MobilePose

Light-weight Single Person Pose Estimator

MotionBERT

[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"

Graph-U-Nets

Pytorch implementation of Graph U-Nets (ICML19)

Paper_Reading

The Record of Paper Reading

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Any-GCN

Graph convolution networks API for 3D human pose estimation with human3.6M

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

paper-reading

深度学习经典、新论文逐段精读

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

gcn

Implementation of Graph Convolutional Networks in TensorFlow

pygcn

Graph Convolutional Networks in PyTorch

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.