feat(regions): image_region storage + service for the crop pipeline (#114 slice 2)
The storage backbone both crop jobs write to and read from. image_region =
normalized bbox (rx/ry/rw/rh) + kind ('face'/'figure' → CCIP character id;
'concept' → SigLIP head bag) + the crop's embedding (nullable Vector(768) CCIP /
Vector(1152) SigLIP, one per kind) + version stamps for compute-once gating. The
bbox doubles as grounded-tag provenance. Migration 0061.
RegionService.replace_regions (scoped BY KIND so the figure + concept pipelines
don't clobber each other) + get_regions — the GPU agent's results endpoint will
call the writer; the character matcher + bag scorer read. Server-side, no GPU.
Tests: replace/get round-trip, kind-scoped replacement, CCIP vector round-trip.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
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@@ -15,6 +15,7 @@ from .head_training_run import HeadTrainingRun
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from .image_prediction import ImagePrediction
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from .image_provenance import ImageProvenance
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from .image_record import ImageRecord
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from .image_region import ImageRegion
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from .import_batch import ImportBatch
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from .import_settings import ImportSettings
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from .import_task import ImportTask
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@@ -60,6 +61,7 @@ __all__ = [
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"ImageRecord",
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"ImagePrediction",
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"ImageProvenance",
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"ImageRegion",
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"Tag",
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"TagKind",
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"image_tag",
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