Imperfect impressions due to casting defects or wear
Misread characters, resulting in tracking errors
Manual verification, which is time-consuming and prone to errors
Lack of centralized traceability, making audits and reviews difficult
We developed an AI-driven Optical Character Recognition (OCR) system designed specifically for metal foundry environments. This automated system enhances traceability by detecting, correcting, and recording alphanumeric markings in real-time.
Image Capture: High-resolution cameras scan the metal surfaces to collect detailed images of the markings.
Preprocessing: AI algorithms enhance contrast, remove noise, and isolate characters to improve recognition accuracy.
OCR-Based Recognition: The system extracts alphanumeric characters from the impressions using computer vision.
Error Correction: AI-powered models automatically correct misread or partially damaged characters.
Database Storage: The corrected data is securely stored in a centralized database for real-time tracking and traceability.
Up to 95% accuracy in character recognition
Elimination of manual errors and faster verification
Seamless integration with existing tracking systems
Enhanced audit readiness and traceability compliance