Product recognition demo for supermarket shelf images
004212a8cf
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The previous commit stopped the live path re-gating gallery scores at COSINE_ACCEPT, but it passed zero accept lines. `aggregate_votes` divides by the whole observation window, so one rejected crop beside one accepted 0.45 averages to 0.225 - and a zero gate labelled that, at a score the gallery itself calls unknown. The aggregate now clears the gallery's own line: `head_threshold` (0.40) when a fine-tuned head is loaded, `threshold` (0.55) otherwise. The margin gate is still the only extra gate, so a head match between 0.40 and 0.60 is labelled. Regression test: a rejected crop followed by an accepted 0.45 must not label the track (fails on the zero-gate version). Verified: `python -m unittest discover -s code -p 'test_*.py'` - 258 tests, OK, 2 skipped. |
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