CT-Net: Channel Tensorization Network for Video Classification
CT-Net
CT-Net: Channel Tensorization Network for Video Classification
@inproceedings{
li2021ctnet,
title={{{}CT{}}-Net: Channel Tensorization Network for Video Classification},
author={Kunchang Li and Xianhang Li and Yali Wang and Jun Wang and Yu Qiao},
booktitle={International Conference on Learning Representations},
year={2021},
url={https://openreview.net/forum?id=UoaQUQREMOs}
}
Overview
[2021/6/3] We release the PyTorch code of CT-Net. More details and models will be available.
Model Zoo
More models will be released in a month…
Now we release the model for visualization, please download it from here and put it in ./model. (passward: t3to)
Install
pip install -r requirements.txt
Dataset
In our paper, we conduct experiments on Kinetics-400, Something-Something V1&V2, UCF101, and HMDB51. Please refer to TSM repo for the detailed guide of data pre-processing.
Training and Testing