Problem / Context
A manufacturing line needed a desktop HMI for automated visual inspection of vials/cosmetics, running offline with camera SDK and CV sidecar.
What it does
- Login, batch management, mechanical/inspection parameter tuning, audit trail
- 4 synthetic inspection stations; Hikrobot camera SDK with graceful demo fallback
- Camera views, Knapp tests, utility/settings; offline NSIS installer
- Multi-defect detection with configurable thresholds
Engineering notes
Tauri 2.0 (Rust) shell + React 19 UI + Python FastAPI sidecar; OpenCV/NumPy; MongoDB; ~5 Hz production loop. Runs without physical camera using synthetic demo cameras.
Outcome / Value
Industrial desktop app with camera SDK + CV sidecar — niche, high-value manufacturing demo.
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