Image inspection on an electronics assembly line
Service that counts components in X-ray images and reads labels from images.
- Role
- Computer vision developer
- Period
- 2026 – present
- Client
- Electronics manufacturer (anonymized)
Challenge
Automate visual checks on the line, answering fast so the factory system can decide pass/fail.
Solution
Python service answering socket requests; single ONNX model for counting; barcode label reading with OCR fallback; millimeter calibration; monitoring panel with logs and counters.