predict: evaluation should produce average/aggregate metrics

dyollb / segmantic

Semantic segmentation and image-to-image translation based on AI

https://dyollb.github.io/segmantic/

MIT License

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Open dyollb opened 2 years ago

dyollb commented 2 years ago

Currently the mean Dice and confusion matrix is computed for each image separately. As a user it would be nice to get

[x] aggregate statistics, e.g. average, min, max, or histograms with standard deviation (#38)
[ ] additional metrics (e.g. Hausdorff)
[ ] make configurable, e.g. add options to enable/disable each metric