refactor: strip AI pipeline to binary photo/other classifier
Drops face recognition, OCR, object detection, and semantic embeddings. The sole remaining vision task is a CLIP-based binary classifier (photography vs other); photos in "other" get needs_review=true so screenshots, documents, memes and scans can be triaged from a new filter pill in the UI. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -50,6 +50,11 @@ class Photo(Base):
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# rows, and POST /folders/{id}/hide recomputes it on toggle.
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is_hidden = Column(Boolean, nullable=False, default=False, server_default='false', index=True)
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# "Needs review" — set by the content classifier when a photo is
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# classified as 'other' (screenshot, document, meme, scan, etc.) so
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# the user can page through non-photographs in the UI and triage them.
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needs_review = Column(Boolean, nullable=False, default=False, server_default='false', index=True)
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# "Capture date is probably wrong" — denormalized from the folder/filename
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# date-guesser. Set at scan time and recomputed on every taken_at edit so
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# the filter bar can query it directly. See services/date_guess.py for
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@@ -118,4 +123,5 @@ class Photo(Base):
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Index('ix_photos_media_type', 'media_type'),
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Index('ix_photos_processing_status', 'processing_status'),
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Index('ix_photos_lat_lon', 'latitude', 'longitude'),
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Index('ix_photos_needs_review', 'needs_review'),
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)
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