CVB Minos
A fast, learning-based engine for precise part and character identification.
High-speed object recognition and OCR for challenging inspection environmentsCVB Minos is a fast, highly adaptable tool for object recognition and optical character reading within the Common Vision Blox software suite. Built for applications where accuracy, speed, and resilience are essential, Minos enables U.S. OEMs and integrators to identify complex shapes, distinguish between visually similar parts, and reliably extract characters under less-than-ideal imaging conditions. Its efficient training workflow and robust detection engine make it a dependable choice for demanding inspection, tracking, and verification tasks.
Reliable Recognition in Complex Scenarios
Minos excels in situations where traditional edge, blob, or template tools may struggle. Its learning-based approach focuses on consistent object features while ignoring irrelevant variations such as rotation, scale, or minor shape changes.
Core recognition strengths include:
- Accurate differentiation between parts with similar outlines or contours
- Stability across rotation, scaling, and presentation changes
- Ability to incorporate negative examples to reduce false detections
- Fast execution suitable for real-time inspection or sorting
- Adaptability to both simple geometric patterns and complex object classes
These capabilities make Minos well suited for mixed-part inspection, assembly verification, packaging, and any workflow requiring precise part discrimination.
High-Performance OCR and Character Verification
In addition to object recognition, Minos delivers strong performance in optical character recognition and verification. Its learning model adapts to varying print quality, font differences, and image inconsistencies, making it ideal for industrial environments.
OCR advantages include:
- Reliable reading under poor or inconsistent imaging conditions
- Support for both simple and highly stylized character patterns
- Robust performance where conventional OCR tools encounter noise or distortion
- Flexible training to improve accuracy for custom character sets
This makes Minos valuable for code reading, label inspection, traceability, and QA workflows with demanding print or marking variability.
Fast Training and Efficient Deployment
Minos includes a streamlined training workflow through Minos Teach, enabling developers to quickly prepare datasets, refine examples, and tune model behavior. Trained models integrate seamlessly into production applications via Minos Search, a high-speed detection engine optimized for real-time use.
Developer benefits include:
- Rapid teaching of new objects or character sets
- Simple tuning for challenging edge cases
- Consistent API structure within the CVB ecosystem
- Support for Windows, Linux, and 64-bit ARM platforms
This combination of speed, portability, and ease of use shortens development cycles and simplifies long-term maintenance.
Built for a Broad Range of Vision Applications
Minos supports a wide spectrum of machine vision tasks, from mixed-part identification and line-side verification to packaging inspection and label or code evaluation. Its character recognition capabilities also make it a strong fit for traceability workflows and serial number reading, especially when print quality or marking consistency varies.Because it delivers fast, reliable performance across changing conditions, Minos is equally effective in robotics applications requiring precise part distinction. Its blend of flexibility and speed allows manufacturers to rely on Minos wherever accurate, real-time recognition is essential.
Find the Right CVB Tools for Your Application
Check out our CVB software modules to identify the right combination for your recognition, inspection, and OCR requirements.
