ATG Technologies · Robotics & Vision / Computer Vision Engineer · 2016
2D Vision System: OCR Identification & Defect Detection — Food Industry
Computer Vision · OCR · Industrial Automation
Context
OCR-based label identification and defect detection for frozen-product boxes.
The challenge
Reading labels and detecting defects reliably on frozen-product boxes in an industrial line context.
My role
Industrial computer-vision / OCR implementation.
The approach
An industrial computer-vision OCR system was implemented for label identification and defect detection on frozen-product boxes.
Technologies
- OCR
- Industrial computer vision
- Defect detection
Project journey
- Concept
- Prototype
- Validation
- Industrialization
- Deployment
- Scale
My contribution
- Developed
- Deployed
Deployment / industrialization
Deployed to production.
Skills demonstrated
- OCR
- Industrial computer vision
- Defect detection