product-recognition-demo/recognization/code
kiyo9w 7736465bee docs(decision): correct the record against the re-measured evidence
The audit's own numbers were right; several claims built on them were not, and
the advisors found each one:

- 'wins both axes at both resolutions' - false at live, where the lane trades
  59% coverage for 93% precision against Van's 66% at 39%. Stated as the trade
  it is.
- G1's bootstrap now exists: the local lane's correct set is a strict superset
  of Van's on the stream, so the 95% lower bound is a hard +0.0 pp - a floor of
  that pairing, not a margin. tracks_final.json is level with Van and does not
  clear it.
- The far-unknown rate is 0.066% on 4580 crops at the shipped configuration,
  not 0.30% on 2650 at the old one.
- The E-3 ablation compared text-presence *and* a different argmax; both arms
  now go through the same DecisionPolicy ordering. Text adds 9-10 pp of
  coverage at full resolution while raising precision.
- The sweep table swept one axis while pinning the other; replaced with the
  joint sweep.
- The two Re-measured tables are dated snapshots, labeled as such.
2026-09-29 09:28:19 +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 feat(server): walk the replayed sample instead of freezing it 2026-09-29 09:28:07 +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
bench_ocr.py docs(decision): date the header and re-measure the OCR cost 2026-09-29 04:30:02 +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 chore(eval): reconcile the distractor sets and refresh the sweep numbers 2026-09-29 04:17:54 +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(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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 fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +09:00
eval_live.py fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +09:00
inventory.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
live.py fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +09:00
ocr.py feat: add bounded crop evidence and keyed gallery cache 2026-09-28 15:49:34 +09:00
rebuild_catalog.py fix(catalog): re-source sku_l09 and enforce the pyramid floor 2026-09-29 09:28:16 +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(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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
sweep_accept_lines.py fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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(server): walk the replayed sample instead of freezing it 2026-09-29 09:28:07 +09:00
test_engine.py docs(decision): correct the record against the re-measured evidence 2026-09-29 09:28:19 +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(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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 fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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 fix(catalog): re-source sku_l09 and enforce the pyramid floor 2026-09-29 09:28:16 +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_score_stream.py fix(recognition): calibrate the accept lines against unrelated shelves 2026-09-29 09:28:13 +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