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docs: cite the repo command that reproduces the local-lane numbers
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tngo 2026-09-28 22:33:37 +09:00
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recognization/docs/research/2026-09-28-recognition-architecture/DECISION.md
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@ -588,6 +588,15 @@ names 12 at 100% precision with 0 unknown accepts, first label on frame 3.
Offline on the corrected labels: 36/61 (59%) at 95% precision, 0/48 unknowns,
11 of those labels sourced from the text lane alone.
The headline number is reproducible from the repo, not from a scratch script:
.venv/bin/python code/eval_identity.py --stock stock-lopia-clean \
--labels docs/research/2026-09-28-recognition-architecture/evidence/image6_v2.json \
--image add/image6.jpg --lanes local --live
live resolution: catalog 69% · identity 86% · decision 86% ·
end-to-end 59% · precision 95% · 2 false accepts of 48 unknowns · 20.6 ms/crop
Still open, and not implementable from here: Tier 2 held-out labels (F-11), the
E-1..E-9 experiments, and the completion gate G1-G7, all of which need a second
independent shelf visit.