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ENH: add support for semantic segmentation error analysis #693

Description

@MattMcClainStrive

Feature Type

  • #703

  • Changing existing functionality in valor

  • Removing existing functionality in valor

Problem Description

I would like to have help from Valor for analyzing semantic segmentation errors.

Feature Description

Features that would support this would be:

  • Datum-level performance metrics (F1, Precision, Recall, IoU, TP count, FP count, FN count)
  • Datum image masks for TP, FP, and FN pixels

Additional Context

Code I have written to do this using Valor objects is in: https://github.com/Striveworks/ettk-examples/tree/solar_panel_segmentation_evaluation

Activity

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