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> Object detection is somewhat knee-capped by the models available publicly. They are not very good either.

Yep, the current models are based on ImageNet which is of course wildly different content to the typical security camera. It's no surprise that its recognition is often pretty poor, especially from the typical ceiling angles that cameras are mounted at




Why not use segment anything, theirs some really amazing ones like the ones in Yolov8


We use Yolov8 with custom training for people detection - in our situation (hospital) we regularly get 96% accuracy.

I highly recommend - best model we tried out of dozens of public models.




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