In this blog, I have explained how you can use my library modoptima to optimize the YOLO v7 model improving the inference speed by 3-10 times on good processors.

https://medium.com/@vikasojha894/pruning-and-quantizing-yolo-v7-with-modoptima-19c61aff7301



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By GIL