christina284/yowo-1

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

You Only Watch Once (YOWO)

UCF101-24

JHMDB

PyTorch implementation of the article "You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization".

Networks used : Darknet, Resnet18

Dataset: UCF101-24

Run pretrained model on UCF101-24

python myTest.py --video_path "videopath"

Citation

If you use this code or pre-trained models, please cite the following:

@InProceedings{kopuklu2019yowo,
title={You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization},
author={K{\"o}p{\"u}kl{\"u}, Okan and Wei, Xiangyu and Rigoll, Gerhard},
journal={arXiv preprint arXiv:1911.06644},
year={2019}
}