Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs

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

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!

Code and models for the Action Anticipation benchmark of Assembly101

Winner of CVPR23 EGO4D STA challenge

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

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

Approximating a 3DCNN with a 2DCNN

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

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