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I'm a user of Mask R-CNN. While the masks it generates are great, I find too many false positives. So in applications like this, the alerts you get may not be w

I'm a user of Mask R-CNN. While the masks it generates are great, I find too many false positives. So in applications like this, the alerts you get may not be what you think. Actual available parking spot may not be there.

ageitgey 7y ago
Have you experimented with having confidence level filters on your detections and further training the model with more data on the types of object you are trying to detect in the environments that they appear? Depending on what you are doing, it might just be a case where some fine-tuning of the model would solve your accuracy problem. Sorry if this is an obvious suggestion and you've already tried all that.