Striveworks / valor

Valor is a centralized evaluation store which makes it easy to measure, explore, and rank model performance.

https://striveworks.github.io/valor/

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Performance Bugfixes #778

Closed czaloom closed 1 month ago

czaloom commented 1 month ago

Issues

Runtime for Object Detection doubled due to a data duplication bug in #775
Unhandled RuntimeWarning in mAR and mAP computation due to removal of keys.

Improvements

All
- Replaced np.floating with np.float64 since the former sometimes raises warnings.
Object Detection
- Polygon IoU computation is now vectorized.
- Bitmask IoU computation is now vectorized.

Fixes

Object Detection
- Fixed data duplication bug
- Fixed bitmask IoU testing where bitmasks with dtype object were being used in place of np.bool_
- Fixed typing error. type[...] should be Type[...] to not throw linting errors.