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Feat/transform negative examples - #74

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danellecline merged 2 commits into
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feat/transform-negative-examples
Jul 14, 2026
Merged

Feat/transform negative examples#74
danellecline merged 2 commits into
mainfrom
feat/transform-negative-examples

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Add --negative-percent usage to the aidata transform voc command.
https://docs.mbari.org/internal/ai/data/commands/transform/#negative-background-examples

danellecline and others added 2 commits July 14, 2026 11:42
Add --negative-percent option to keep a capped, randomly sampled
fraction of unannotated crops/resizes as negative training examples
instead of always dropping them, closing #73.

Co-authored-by: Cursor <cursoragent@cursor.com>
Add a shared resolve_image_dir helper and use it in transform and
split so both commands work with the renamed "media" download output
directory as well as the legacy "images" name.

Co-authored-by: Cursor <cursoragent@cursor.com>
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Closes #74

@danellecline
danellecline merged commit 1c8ca3b into main Jul 14, 2026
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