product-recognition-demo/recognization/code
kiyo9w 71b8bdd876 feat: reconciliation and the price-tag compliance rule family
reconcile() compares one accepted identity with its tag and the catalog entry and
publishes a state plus the individual signals (JAN exact, name by longest common
substring, price against either the sale or the regular price). It never changes
the product identity: a disagreement is a second opinion shown next to the first,
and only a checksummed barcode outranks the matcher.

evaluate_compliance() is the first rule family: missing_price_tag, the owner's
missing_tag_group (>= 3 consecutive facings without a tag), orphan_tag,
price_mismatch, plus an unreadable_tags hint. Every rule fails closed on evidence
quality - a row whose tags could not be read produces "move closer", never a
violation. Findings must appear in 3 of the last 5 frames before they publish, so
the UI never flickers.

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-24 13:54:00 +09:00
..
web feat: web client with live and photo modes, served by the server 2026-09-24 12:42:02 +09:00
__init__.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
app.py test: defend the live session and the server API 2026-09-24 12:44:54 +09:00
bench_engine.py feat: recognition engine and session tracker for multi-client serving 2026-09-24 11:52:59 +09:00
benchmark.py Initial commit for push folder 2026-09-18 09:13:53 +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 perf: keep CPU for detection, then document the measured defaults 2026-09-24 13:36:41 +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
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: recognition server API, reference stream client, and live label memory 2026-09-24 12:31:17 +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 feat: reconciliation and the price-tag compliance rule family 2026-09-24 13:54:00 +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
tags.py feat: OCR engine, price-tag geometry, and the cached tag pass 2026-09-24 13:52:15 +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_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_image.py Initial commit for push folder 2026-09-18 09:13:53 +09:00
test_live.py test: defend the live session and the server API 2026-09-24 12:44:54 +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 feat: OCR engine, price-tag geometry, and the cached tag pass 2026-09-24 13:52:15 +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 feat: reconciliation and the price-tag compliance rule family 2026-09-24 13:54:00 +09:00
test_suite.py Initial commit for push folder 2026-09-18 09:13:53 +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