About The human visual system focuses on active areas in images, such as people or vehicles. This project introduces a lossy encoder using image segmentation to guide quantization, improving ...

Description I am currently trying to quantize my UNet-based pytorch model to INT8. I end up with a slightly different —and slower— engine graph compared to the one generated by implicit quantization.

We collect the mean opinion scores for a designed image test set containing compressed images for three different quantization schemes, and show by numerical analysis of 300 test images ofTAMPERE17 ...