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feat(active_learning): ensemble crop+H-CAST targeting and model-disag…#23

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bw4sz merged 1 commit into
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feat/ensemble-al-hcast-crop
May 18, 2026
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feat(active_learning): ensemble crop+H-CAST targeting and model-disag…#23
bw4sz merged 1 commit into
mainfrom
feat/ensemble-al-hcast-crop

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@bw4sz bw4sz commented May 1, 2026

…reement strategy

  • Add match_or_genus_consistent filtering for target-labels/taxonomy via ensemble_target_mode
  • Add model-disagreement strategy with optional genus-mismatch strictness and label filters
  • Load species_to_genus from hierarchical label CSV once; pass to select_images and Label Studio
  • Extend prediction_summary with genus fallback ensemble suggestion lines
  • Log numeric AL stats and ensemble_target_mode parameter to Comet

…reement strategy

- Add match_or_genus_consistent filtering for target-labels/taxonomy via ensemble_target_mode
- Add model-disagreement strategy with optional genus-mismatch strictness and label filters
- Load species_to_genus from hierarchical label CSV once; pass to select_images and Label Studio
- Extend prediction_summary with genus fallback ensemble suggestion lines
- Log numeric AL stats and ensemble_target_mode parameter to Comet

Co-authored-by: Cursor <cursoragent@cursor.com>
@bw4sz bw4sz merged commit 922508b into main May 18, 2026
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