Open Source
Our High-Security Registration Plate (HSRP) recognition system is an open-source project developed for the community, by the community. It combines state-of-the-art computer vision with deep learning to provide accurate vehicle identification.
The system leverages cutting-edge ML models and OCR technology to deliver real-time plate detection suitable for diverse applications including parking management, traffic monitoring, and security surveillance.
As a community-driven initiative, we welcome contributions and collaborations from developers worldwide. The project has been successfully deployed across multiple use cases demonstrating versatility and reliability.
The HSRP recognition system is built on powerful ML frameworks:
What makes our system stand out:
Automated entry/exit management with instant vehicle identification and billing integration.
Smart traffic monitoring for congestion analysis and violation detection.
Authorized vehicle access control for residential and commercial complexes.
Global developer community actively contributing to improvements and new features.
State-of-the-art object detection with 99.2% accuracy on HSRP plates.
High-accuracy text extraction supporting multiple fonts and scripts.
Recognition across Standard, Special and Bharat series formats.
Scalable cloud infrastructure for data storage and analytics.
RESTful API for seamless third-party integrations.
Deploy on Raspberry Pi and embedded systems for offline use.
| Metric | Traditional Systems | Our HSRP System |
|---|---|---|
| Detection Accuracy | 75-85% | 99.2% |
| Processing Speed | 200-500ms | <100ms |
| Multi-Format Support | Standard Format only | 3+ Formats |
| Night Vision Accuracy | 50-60% | 94.5% |
| Integration Complexity | High (proprietary) | Low (Open API) |
| Cost | Commercial licensing | Open Source (Free) |
"This open-source HSRP system transformed our parking management. The accuracy is outstanding and the community support is incredible. We deployed it across 20 locations within a month."
Built by developers, for developers. Join our growing community:
Whether you want to deploy, modify, or contribute—our community is here to help.
The HSRP recognition system can be deployed across various sectors:
Parking Management
Traffic Monitoring
Smart Buildings
Government
Logistics
Security