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Upscale video super-resolution using RSTT

Increase video resolution with an opensource machine learning algorithm for upscaling video image frames using an automated command line script.

For details: https://technology.research-lab.ca/2023/01/upscale-video-super-resolution-using-rstt/

Citations

@article{geng2022rstt,
  title={RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution},
  author={Zhicheng Geng and Luming Liang and Tianyu Ding and Ilya Zharkov},
  journal={arXiv preprint arXiv:2203.14186},
  year={2022}
}

or

@inproceedings{geng2022rstt,
  title={RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution},
  author={Zhicheng Geng and Luming Liang and Tianyu Ding and Ilya Zharkov},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={17441--17451},
  year={2022}
}

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  • Python 96.0%
  • Shell 4.0%