Accelerating the MediaPipe models with Hailo

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Thank you again @AlbertaBeef & @KlausK. I was able to get the models recompiled and working! It’s running at nearly 30fps and detecting very quickly!

For anybody looking to do something similar - while the raw recognition works very well, I think I’ll need to create an intent recognition layer or find some other way to minimize false positives if I’m just sitting or moving around in the monitored environment.

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@JtS, Great news … glad you wer able to get the models working.
Note that regarding the false positives, there are three thresholds you can adjust:

  • scores detection threshold : increase to reduce number of detection returned by the palm detection model
  • NMS threshold : I usually don’t change this one
  • confidence threshold : increase to be more selective of confidence returned by hand landmark confidence.

Hope this helps !