Emma

Summary:

  • The TinySR model is a fast super-resolution model that can upscale video from 960x540 to 1920x1080 at 60 FPS on an Intel Iris Xe Graphics G7 GPU.
  • The model achieves 1.6567 dB higher PSNR than bicubic upscaling and 3.7x lower LPIPS loss on the Urban100 test set, making it suitable for practical real-time applications.