Amir Bakhtiary

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No you are not missing anything. You just need to train more (if you have the enough data of course). But that aside, you can do NMS too and since...

Are you fine tuning or training from scratch? if not fine tuning, do that instead. Moreover, Just because the loss becomes saturated it doesnt mean the model have converged well...