
Slot Meter AI: OCR Solution
Automated progressive meter reading from mobile‑captured images using OCR and on‑device models, with full admin and service tooling.
Slot Meter AI: OCR Solution
Automated progressive meter reading from mobile‑captured images using OCR and on‑device models, with full admin and service tooling.
Context
Casino operations needed reliable, fast capture of slot machine progressive meter values without manual transcription errors.
What We Engineered
Mobile app (Flutter) for image capture with boundary detection on device; backend & admin ( .NET, React ).
PPOCR model training & inference API; TensorFlow Lite / MobileNet optimization for edge execution.
Intelligence Applied
OCR pipelines tuned for progressive meter numerics; on‑device pre‑processing and inference for latency and reliability.
Impact Delivered
Faster, more accurate meter reads with reduced manual effort.
Field‑ready performance even in limited‑connectivity conditions.
Highlights / Stack
PPOCR, MobileNet, TensorFlow Lite; Flutter; .NET, React

