Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

Code for the paper: Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation.

Simple PyTorch Dataset for the EPIC-Kitchens-55 and EPIC-Kitchens-100 that handles frames and features (rgb, optical flow, and objects) for the Action Recognition and the Action Anticipation Tasks!

[ECCV 2020] Temporal Aggregate Representations for Long-Range Video Understanding

A curated list of papers and resources linked to action anticipation and early action recognition from videos.

PyTorch Implementation for the paper "Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation" accepted to RA-L'24.

Winner of CVPR23 EGO4D STA challenge

A collection of the forefront of Egocentric Human Activity Recognition (HAR) and Action Anticipation through Deep Learning

Approximating a 3DCNN with a 2DCNN

Code and models for the Action Anticipation benchmark of Assembly101

The repository is the implementation of the method that won 2nd place in the Ego4D LTA challenge 2023