The official implementation of Error Detection in Egocentric Procedural Task Videos

Official Repo for CVPR 2024 Paper "FACT: Frame-Action Cross-Attention Temporal Modeling for Efficient Fully-Supervised Action Segmentation"

DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.

Simple vispy-based frame-by-frame behavior annotation GUI. Also can display DeepLabCut poses within videos during annotation.

U-shape Deep Networks are Unified Backbones for Human Action Understanding from Wi-Fi Signals

MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020) - adapted for surgical tool usage and added attention

MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (TPAMI 2020)

Official Repo for ICCV 2021 Paper "Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning".

Deep learning approach to action segmentation in manufacturing assembly process.

Supervised Sliding Window Smoothing Loss Function Based on MS-TCN for Video Segmentation

Official Implementation for "Fast Weakly Supervised Action Segmentation Using Mutual Consistency" - TPAMI 2021

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

Unsupervised learning of action classes with continuous temporal embedding (CVPR'19)