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Vin Recognition App V1.01.005 May 2026

This specific build focuses on three pillars: speed, accuracy, and compliance.

Batch mode throughput: ~8–12 images/sec (fast mode, on modern midrange device).

False positive rate (non-VIN regions labeled as VIN): 1.6%

Checksum correction success (auto-fix single common OCR substitution when checksum fails): 73% of cases where single-char substitution fixes checksum.

Memory footprint for models (on-device): Detector 3.2 MB; OCR 5.8 MB.

Returning a fleet of 200 cars? The app’s "Continuous Scan Mode" allows staff to simply wave the phone over the dashboard as they walk. The haptic feedback confirms a successful scan without looking at the screen. vin recognition app v1.01.005