Pre-converted
Real-ESRGAN models in OpenVINO IR format, optimized for Intel CPUs.
This implementation leverages Intel OpenVINO with AVX-512 and AMX instructions for maximum CPU performance. The speedup increases with image size, making it especially efficient for large images.
For reference, here's the time required to upscale images using different implementations:
See the
GitHub repository for usage instructions, examples, and benchmarks.
1@inproceedings{wang2021realesrgan,
2 title={Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data},
3 author={Wang, Xintao and Xie, Liangbin and Dong, Chao and Shan, Ying},
4 booktitle={International Conference on Computer Vision Workshops (ICCVW)},
5 year={2021}
6}
