feat: dynamic Frigate score ceiling; consolidate quality replacement branches

FRIGATE_SCORE_CEILING now defaults to dynamic mode (unset): below-cap
candidates are skipped if their pre-upload Frigate score exceeds the
most-redundant tracked file's score. This catches conditions already
covered by manually-added Frigate images that winnow cannot track —
the embedding-based diversity selection has no visibility into those.
Set FRIGATE_SCORE_CEILING=0 to disable; a positive value (e.g. 0.85)
still acts as a fixed hard ceiling. First-run safety is unchanged
(pre_run_count==0 prevents recognize_face from being called).

The two quality replacement branches (Frigate-score and blur-score)
shared identical structure and are merged into a single code path
parameterised by score source and comparison direction.

Also raises MIN_FACE_COUNT default from 0 to 3 and updates the
config test to match.

This commit is contained in:

flan

2026-06-14 16:38:25 +00:00

parent a59d05e7fd

commit 0afc9386c6

6 changed files with 77 additions and 71 deletions

									
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				[project]

				name = "winnow"

				version = "0.4.8"

				version = "0.4.9"

				description = "Selects diverse, high-quality photos from Immich as training data for Frigate face recognition and object classification."

				license = "AGPL-3.0-or-later"

				requires-python = ">=3.13"