All case studies
Collectibles
Recognition and matching for ultra rare coins
A computer vision system that classifies coins, detects anomalies, and supports authenticity checks.
- Image based classification
- Anomaly detection
- Authenticity support
The challenge
Identifying ultra rare coins required expert inspection, which was slow and difficult to scale for collectors and researchers.
Our solution
We built deep learning models for image based classification and matching that identify coin types, highlight anomalies, and support authenticity verification.
The outcome
Collectors and researchers can identify and verify coins faster, with high accuracy and consistent results.
