Awesome
SPIN
Codes for "Lightweight Image Super-Resolution with Superpixel Token Interaction",
Lightweight Image Super-Resolution with Superpixel Token Interaction <br> Aiping Zhang (Sun Yat-sen University), Wenqi Ren (Sun Yat-sen University), Yi Liu (Baidu Inc.), Xiaochun Cao (Sun Yat-sen University). <br> In ICCV2023.
Prerequisites
Recommended Environment
- Python 3.7
- Pytorch 1.10
- CUDA 11.3
Other dependencies refer to requirements.txt
Data Preparation
Datas can be download from Baidu cloud disk [url] (pwd: al4m) or the official website of DIV2K, Set5, Set14, B100, Urban100 and Manga109.
Training
python train.py --config ./configs/spin_light_x4.yml
Citation
If SPIN helps your research or work, please consider citing the following works:
@inproceedings{zhang2023lightweight,
title={Lightweight Image Super-Resolution with Superpixel Token Interaction},
author={Zhang, Aiping, and Ren, Wenqi and Liu, Yi and Cao, Xiaochun},
booktitle={International Conference on Computer Vision},
year={2023}
}