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kiyo9w 07de2bd37d fix(identity): calibrate both accept lines against unrelated shelves 
The gates were tuned on image6 alone, where every crop is a facing of a product
the shelf actually holds. Wikimedia supermarket photos of milk, soy and snack
shelves share nothing with the LOPIA catalog, so every accept there is a false
accept by construction - and at the old lines there were 83 of them.

Text lane: TEXT_MIN_SHARED 2 -> 4. The vocabulary filter drops bigrams no name
contains, so a short garbage read can end up with a perfect ratio on two
coincidental pairs. 20 of 26 text-lane answers on those shelves rested on
exactly two: '避くて おいしい' named sku_l12 through おい/いし.

Local lane: LOCAL_ACCEPT 2.0 -> 4.0. The residual accepts were geometric
matches with no text overlap at all, scoring 2.26-4.81.

Measured, 2297 distractor crops and 109 image6 facings:
  accept  floor   image6 shown/correct   precision   false accepts
  2.0     2       54 / 49                90.7%       83 (3.61%)
  2.0     4       52 / 48                92.3%       30 (1.31%)
  4.0     4       44 / 42                95.5%        8 (0.35%)
  5.0     6       36 / 36               100.0%        0 (0.00%)

4.0/4 is the only region passing both G2 (>=95% precision) and G3 (<=1%
far-unknown) with coverage left. On the shipped evaluator: 66% end-to-end at
95% precision, 2 false accepts, against 77%/91%/5 before.

The two tests that pinned the old floors now pin the new ones, with the reads
that separate them.
2026-09-29 04:08:59 +09:00
..
web fix: restore reliable authenticated live recognition 2026-09-28 12:38:15 +09:00
__init__.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
app.py fix(eval): confirm a leak signature before calling it one, and score external sets in code 2026-09-29 03:29:56 +09:00
bench_engine.py feat: recognition engine and session tracker for multi-client serving 2026-09-24 11:52:59 +09:00
bench_identity.py feat: a multi-view embedding gallery, because one template per SKU cannot work 2026-09-24 23:43:27 +09:00
build_store_from_shelf.py fix: require explicit safe shelf enrollment paths 2026-09-28 13:41:43 +09:00
collect_shelf_images.py fix(catalog): correct sku_l10 to 400g and enroll its packshot 2026-09-29 02:45:21 +09:00
detector.py refactor: make the matcher and detector safe for concurrent clients 2026-09-24 11:43:24 +09:00
empty_shelf_detector.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
engine.py fix(eval): confirm a leak signature before calling it one, and score external sets in code 2026-09-29 03:29:56 +09:00
eval_distractors.py fix(identity): calibrate both accept lines against unrelated shelves 2026-09-29 04:08:59 +09:00
eval_external.py feat(eval): report the external benchmark per SKU 2026-09-29 03:37:04 +09:00
eval_external_images.py fix(catalog): correct sku_l10 to 400g and enroll its packshot 2026-09-29 02:45:21 +09:00
eval_identity.py feat(eval): add --no-text so the E-3 claim is reproducible 2026-09-29 03:32:38 +09:00
eval_live.py docs: name the local lane in the evaluators' own lane vocabulary 2026-09-28 22:34:06 +09:00
feature_matcher.py feat: recognition server API, reference stream client, and live label memory 2026-09-24 12:31:17 +09:00
finetune_identity.py fix(catalog): correct sku_l10 to 400g and enroll its packshot 2026-09-29 02:45:21 +09:00
gallery.py feat(identity): local-feature matcher plus text lane as the default backend 2026-09-28 22:27:21 +09:00
identity.py fix(identity): calibrate both accept lines against unrelated shelves 2026-09-29 04:08:59 +09:00
identity_lanes.py fix(identity): calibrate both accept lines against unrelated shelves 2026-09-29 04:08:59 +09:00
inventory.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
live.py fix(eval): confirm a leak signature before calling it one, and score external sets in code 2026-09-29 03:29:56 +09:00
ocr.py feat: add bounded crop evidence and keyed gallery cache 2026-09-28 15:49:34 +09:00
rebuild_catalog.py feat(enroll): report views with no recorded source 2026-09-29 03:35:41 +09:00
reconcile.py fix: a tag may not accuse on weak evidence, nor name a distant product 2026-09-25 01:30:03 +09:00
record.py fix: record and require the walk identity backend 2026-09-28 14:42:03 +09:00
score_stream.py Fix label frame mapping and reference upscaling; add the stream G1 harness 2026-09-29 00:30:17 +09:00
shelf_map.py feat: a shelf map, so a facing outlives the track id that found it 2026-09-25 01:54:38 +09:00
stream_client.py Fix label frame mapping and reference upscaling; add the stream G1 harness 2026-09-29 00:30:17 +09:00
tag_cards.py fix: restore reliable authenticated live recognition 2026-09-28 12:38:15 +09:00
tags.py fix: bind tag projection to each frame origin 2026-09-28 14:41:49 +09:00
test_api.py feat(identity): local-feature matcher plus text lane as the default backend 2026-09-28 22:27:21 +09:00
test_engine.py fix(identity): calibrate both accept lines against unrelated shelves 2026-09-29 04:08:59 +09:00
test_eval_labels.py feat: refuse a label file whose rows carry no provenance 2026-09-28 23:31:53 +09:00
test_eval_live.py fix: record and require the walk identity backend 2026-09-28 14:42:03 +09:00
test_gallery.py fix: serialize gallery inference so Metal cannot be entered twice 2026-09-28 17:22:55 +09:00
test_identity.py fix(eval): confirm a leak signature before calling it one, and score external sets in code 2026-09-29 03:29:56 +09:00
test_live.py Improve identity lanes: text evidence floor, motion-compensated labels 2026-09-29 02:08:23 +09:00
test_ocr_tags.py fix: bind tag projection to each frame origin 2026-09-28 14:41:49 +09:00
test_real_model.py docs: API contract, README for the server and live mode, real-model test 2026-09-24 12:46:54 +09:00
test_rebuild_catalog.py Enroll from a repo data dir; read packshots in every orientation 2026-09-29 02:33:47 +09:00
test_reconcile.py fix: a tag may not accuse on weak evidence, nor name a distant product 2026-09-25 01:30:03 +09:00
test_record.py fix: record and require the walk identity backend 2026-09-28 14:42:03 +09:00
test_shelf_map.py feat: a shelf map, so a facing outlives the track id that found it 2026-09-25 01:54:38 +09:00
test_tag_cards.py fix: the number on the tag is the regular price, and a price must be corroborated 2026-09-25 01:29:46 +09:00
test_tag_identity.py fix: a tag may not accuse on weak evidence, nor name a distant product 2026-09-25 01:30:03 +09:00
test_tracking.py test: defend engine and tracking contracts 2026-09-24 12:43:32 +09:00
tracking.py fix: restore reliable authenticated live recognition 2026-09-28 12:38:15 +09:00
train.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
transport.py fix: guard reserved sessions and bounded response state 2026-09-28 13:41:35 +09:00