developmentseed / developmentseed/slickformer
torchmetrics for panoptic and instance segmentation
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Description
there's a lot of recent activity to keep tabs on with torchmetrics
https://github.com/Lightning-AI/metrics/blob/master/src/torchmetrics/detection/panoptic_quality.py - panoptic metric
solution for incorrect mean AP when there are no GT classes but there are predictions (fairly common): https://github.com/Lightning-AI/metrics/pull/1330
improving mAP runtime: https://github.com/Lightning-AI/metrics/pull/1389
it'll probably take some time for these PRs to come together but at least activity is recent. before these are in a release, we probably should use or build on 1330 for correct mAP
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