Thanks to visit codestin.com
Credit goes to github.com

Skip to content

skhcjh231/MATR_codebase

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

14 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Online Temporal Action Localization with Memory-Augmented Transformer

Requirements

  • Ubuntu 22.04
  • Python 3.10.9
  • CUDA 11.7
  • Pytorch 2.0.0

Environment installation

pip install -r requirements.txt

Download datasets & trained weights (THUMOS14 dataset only)

link

Run train scripts

sh scripts/train_ontal.sh

Run test scripts

sh scripts/eval_ontal.sh

File structure

├── data/
│   ├── thumos_all_feature_val_V3.pickle
│   ├── thumos_all_feature_test_V3.pickle
│   └── thumos14_v2.json
├── checkpoint/
│   └── best_epoch.pth
├── criterion/ 
├── Evaluation/ 
├── models/ 
├── scripts/ 
├── util/ 
dataset.py 
eval.py 
main.py 
on_tal_task.py 
requirements.txt  
readme.md 

Citation

@inproceedings{song2024online,
        title={Online Temporal Action Localization with Memory-Augmented Transformer},
        author={Song, Youngkil and Kim, Dongkeun and Cho, Minsu and Kwak, Suha},
        booktitle={European Conference on Computer Vision},
        year={2024},
      }

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published