product-recognition-demo/recognization/code
kiyo9w 99bce4d7bf fix: a tag may not accuse on weak evidence, nor name a distant product
Three findings from the deep review, all about the tag channel claiming more than it
can support.

1. The exact signal is a barcode. The reconciliation compared `tag.jan` against the
   catalog's JAN, but that field held the regular price - a number compared against
   a product code. It now reads a `barcode` field (populated only by a close-up
   decode) and the printed number is compared as a price.

2. A price-mismatch violation required "an anchor", which was `tag.jan` - a price.
   The anchor is now the tag's own arithmetic agreeing, or a name that actually
   resembles the product, and the name signal carries its score as a field instead
   of being parsed back out of a human-readable note string.

3. Tag identity could reach anywhere along a row: a facing whose own tag was not
   detected inherited whichever readable tag was nearest, which can be a different
   product several columns away. Assignment is now capped at the product's own run
   (2.5 facing widths, at least 200 px), and a tag may only overrule the packaging
   channel when it is corroborated or its name matches at 0.6 rather than 0.4.

162 tests pass.

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-25 01:30:03 +09:00
..
web feat: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +09:00
__init__.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
app.py feat: let the shelf's own price tag name the product 2026-09-24 23:28:36 +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
benchmark.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
demo.py perf: bound OCR so a walking scan stays real-time, and add walk pacing 2026-09-24 18:14:32 +09:00
detector.py refactor: make the matcher and detector safe for concurrent clients 2026-09-24 11:43:24 +09:00
download_stock.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
empty_shelf_detector.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
engine.py feat: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +09:00
fast_test.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
feature_matcher.py feat: recognition server API, reference stream client, and live label memory 2026-09-24 12:31:17 +09:00
gallery.py feat: a multi-view embedding gallery, because one template per SKU cannot work 2026-09-24 23:43:27 +09:00
gui_app.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
identity.py feat: identity decision contract and session-local observation model 2026-09-24 11:43:41 +09:00
inventory.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
live.py feat: a synthetic store walk, and the live tuning it forced out 2026-09-24 18:09:23 +09:00
observe.py feat: identity decision contract and session-local observation model 2026-09-24 11:43:41 +09:00
ocr.py feat: OCR engine, price-tag geometry, and the cached tag pass 2026-09-24 13:52:15 +09:00
orb.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
pipeline.py feat: identity decision contract and session-local observation model 2026-09-24 11:43:41 +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
stream_client.py feat: recognition server API, reference stream client, and live label memory 2026-09-24 12:31:17 +09:00
suft.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
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
tags.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.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
test_api.py test: defend the live session and the server API 2026-09-24 12:44:54 +09:00
test_demo.py feat: a synthetic store walk, and the live tuning it forced out 2026-09-24 18:09:23 +09:00
test_empty.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
test_engine.py test: defend engine and tracking contracts 2026-09-24 12:43:32 +09:00
test_gallery.py feat: a multi-view embedding gallery, because one template per SKU cannot work 2026-09-24 23:43:27 +09:00
test_image.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
test_live.py feat: run the tag pass in parallel with recognition, in live and still modes 2026-09-24 13:58:18 +09:00
test_observe.py feat: identity decision contract and session-local observation model 2026-09-24 11:43:41 +09:00
test_ocr_tags.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_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_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_suite.py Initial commit for push folder 2026-09-18 09:13:53 +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: use the tracker imports that exist in ultralytics 8.4.153 2026-09-24 13:36:50 +09:00
train.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
yolo_adapter.py feat: identity decision contract and session-local observation model 2026-09-24 11:43:41 +09:00