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Upscale and interpolate video super-resolution using STARnet

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

For details: https://technology.research-lab.ca/2021/01/upscale-and-interpolate-video-super-resolution-using-starnet/

Citations

@inproceedings{STAR2020,
  title={Space-Time-Aware Multi-Resolution Video Enhancement},
  author={Haris, Muhammad and Shakhnarovich, Greg and Ukita, Norimichi},
  booktitle={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2020}
}

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  • C++ 69.0%
  • Python 29.0%
  • Other 2.0%