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.