This repo is related to the paper state-transformation for manipulation action recognition (under single-blind review)
- Pytorch (v. 1.0.1)
- python (v. 3.6)
- epic-kitchens (v. 1.6.2)
- tqdm
- Numpy
- clone this repo.
git clone https://github.com/Nachwa/object_states.git
- Frames extracted as in (provided starter kit: https://github.com/epic-kitchens/starter-kit-action-recognition#data-pipeline-snakemake)
python train_model.py --logname EXPNAME --batch_size 32 --nb_keyframes 5 --db_dir PATH_TO_DB_ROOT
Accepted for presentation at workshop of EPIC@CVPR2019: https://arxiv.org/abs/1906.05147