Hailo Model Zoo YOLOv8 retraining environment

General
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Welcome to the Hailo Community @mmmsk!

There seems to be a significant accuracy decrease. This means there’s noise resulting from the quantization.

It is unlikely that this would have an effect.

Here are a few things you can try:

  1. Make sure you are using as a base the ModelZoo model script for the quantization
  2. Add this solution to your model script.
  3. Add more images to your calibset
  4. Try using Adaround as a post-quant alg
  5. Set the output to 16-bit - please note that this negatively affects the FPS