TransAction

This is the implementation of ICL-SJTU submission to Epic-Kitchens Action Anticipation Challenge 2021.

Training

data preparation

download pre-extracted multi-modal features provided by RULSTM
download the annotations

training

run the following script replacing Data_DIR with your own data folder path.

python main.py --root_dir Data_DIR

Acknowledgement

RULSTM https://github.com/fpv-iplab/rulstm;
Equalization loss https://github.com/tztztztztz/eql.detectron2.