product-recognition-demo/recognization/code
kiyo9w 8f750c15c5 feat: price-tag UI, still-image tag passes, and honest tag evidence
Web client: price-tag boxes in a distinct style (teal, chip with the parsed
price), an OCR section in the product card showing the tag's price, name,
discount and the reconciliation verdict with both values, and a compliance strip
under the stage. The photo stage now draws the image into the canvas and uses the
same containment as the media, so boxes cannot drift from the product (they did:
the canvas stretched to the stage while the photo was contained).

Server fixes the browser runs forced out:
- Photo mode reconciled before identities existed, so every tag read "tag only".
  The tag bundle is cached with the still and classify re-reconciles against the
  identities it just produced, returning them per detection.
- The still path only ever read the first four bands (plan hands out two per
  call); it now drains every band, twice at different upscales so the vote has
  independent reads.
- Voting is confidence-weighted and a dead heat stays unread; the plausible
  shelf-price range is 10-9999, which stops a misread from becoming a ¥26,300
  price. The compliance coverage bar moved to 0.7 after 0.5 produced a false
  "group without price tag" on a shelf where every facing has one.

Measured on add/image6.jpg: 8 readable tags with names and prices, 942 ms for
the whole still, 7 real price mismatches, no false violations, and hints that
say plainly when a row could not be read.

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-24 14:11:23 +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: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +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 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
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: run the tag pass in parallel with recognition, in live and still modes 2026-09-24 13:58:18 +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: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +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: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +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 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 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: price-tag UI, still-image tag passes, and honest tag evidence 2026-09-24 14:11:23 +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