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/
@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}
}