K / MODEL REVIEW
DETECTOR / RELEASE 01

Detector release review.
September 2026.

Review · not deployed

A release record for three detectors. Keep the wins, inspect the regressions, and compare every model on the same cases.

Release notes & evaluation scope

Compare models

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01 / ORDINARY PHOTOS

Clean validation 1,567 images

02 / REAL PHOTOS & STRESS TESTS

Robustness scorecard

03 / EVALUATION REGISTER

What’s included

Full 11,900-case truncation sweep: investigation-only; not included in this release. The selected recoverable-crop subset is scored above.