Pre-Trained Image Processing Transformer (IPT)

By Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao. [arXiv]

MindSpore Code

• Official MindSpore code: https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/IPT
• Pretrained weights for super-resolution X4: https://www.mindspore.cn/resources/hub/details?noah-cvlab/gpu/1.1/ipt_v1.0_Set14_SR_x4

Citation

@misc{chen2020pre,
      title={Pre-Trained Image Processing Transformer}, 
      author={Chen, Hanting and Wang, Yunhe and Guo, Tianyu and Xu, Chang and Deng, Yiping and Liu, Zhenhua and Ma, Siwei and Xu, Chunjing and Xu, Chao and Gao, Wen},
      year={2021},
      eprint={2012.00364},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

News

• Pytorch pre-trained model will be released in June!