Closed ioangatop closed 2 months ago
Currently we utilise classification metrics for segmentation tasks; however, torchmetrics do provide segmentation metrics specialized for segmentation, like generalized_dice and mean_iou
torchmetrics
We will have to investigate them in terms of scores and speed
some more metrics here: https://github.com/vqdang/hover_net/blob/67e2ce5e3f1a64a2ece77ad1c24233653a9e0901/metrics/stats_utils.py#L323
ioangatop
commented
2 months ago
Currently we utilise classification metrics for segmentation tasks; however,
torchmetricsdo provide segmentation metrics specialized for segmentation, like generalized_dice and mean_iouWe will have to investigate them in terms of scores and speed