OCR for wagon and container numbers with real-world validation

Overview

Implemented OCR to read wagon and container numbers in operational environments and validated performance using real-world statistical checks.

What I did

• Developed OCR workflows for wagon and container number recognition.
• Integrated OCR output with transportation analytics pipelines.
• Performed statistical validation using field-condition data.

Impact

• Delivered a validated OCR component for real-world wagon/container identification workflows.
• Improved confidence in deployment readiness through statistical validation in practical conditions.

Tech

OCR · Computer Vision · Statistical Validation · Python