kiyo9w d38d863873 perf: bound OCR so a walking scan stays real-time, and add walk pacing ... macOS Vision holds the GIL for the ~124 ms it takes to read a rail band, so the tag pass decides the live frame rate: with 2 bands every 15 frames a walking session fell to 1.7 results/s, and 1 band every 30 frames brings it back to 7.2 with tags still settling in a second or two. Measured, not guessed - the same walk, same method (orb), only the OCR duty cycle changed. The walk also gained a `pan` parameter (default 0.06, clamped 0.005-0.5) so a demo can choose its pace: pan=0.02 sweeps a row over ~8 s, which reads like a person rather than a time-lapse. Demo configuration measured end to end on the walk (20 s, 1280x720, one client): orb, pan=0.02, 1 band/30 frames -> 7.2 results/s, 178 labelled tracks, 21 distinct SKUs, first label 0.7 s, 3 readable price tags. Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>		2026-09-24 18:14:32 +09:00
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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	perf: bound OCR so a walking scan stays real-time, and add walk pacing	2026-09-24 18:14:32 +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
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
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	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	perf: bound OCR so a walking scan stays real-time, and add walk pacing	2026-09-24 18:14:32 +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_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