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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Efficient 3D human pose estimation in video using 2D keypoint trajectories
This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)
A toolbox for skeleton-based action recognition.
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
[CVPR 2022] MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation
The project is an official implementation of our paper "3D Human Pose Estimation with Spatial and Temporal Transformers".
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
[TMM 2022] Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation
[ICCV2021] Official code for "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"
[ICCV 2023] Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition
Official implementation for "InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition"
code for ICCV 2019 Paper Exploiting Spatial-temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks
This is an official Pytorch implementation of "Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach, CVPR 2020".
Code repository for the paper "Learning Discriminative Representations for Skeleton Based Action Recognition". CVPR 2023
Official Implementation for WACV'23 paper "Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers"
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations, AAAI 2023
Code for "Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition", ACM TOMM 2022