ANPR - AI Based vehicle number detection app

GATE APP
ANPR, an AI-based vehicle number detection app, streamlines vehicle identification by automatically recognizing license plates. It enhances security and efficiency for traffic management, parking systems and law enforcement applications.
India
Country
IOT
Industry
9 Months
Duration
12 Members
Team
Challenges
Gate App’s founders were looking for a Technology partner, who can develop their SAAS based platform and also guide them through the process of Product ideation to product launching from technology perspective.

  • Accuracy in Various Lighting Conditions: : How to detect the vehicle accurately in various lighting conditions.
  • Handling Diverse License Plate Designs: Different fonts and sizes from different zones.
  • Data Privacy and Security: Safety of information and its protection in respect of privacy via regulation compliance.
  • Real-Time Processing: It can handle large amounts of data and process the images in real-time.
  • Motion Blur and High-Speed Vehicles: Image capture of moving vehicles to be clear, especially at high speed.
The project details
Solution
We suggested technology which will be best fit for GetApp and helped them to develop 2 products - Wyblo Edu App and Wyblo Corporate.

  • Advanced Image Processing Algorithms:
    Implementing algorithms that enhance image quality and adjust for different lighting conditions.
  • Machine Learning Models:
    Training models on diverse datasets to recognize a wide variety of license plate designs and formats.
  • High-Speed Cameras and Motion Compensation:
    Using high-speed cameras and motion compensation techniques to reduce blur from moving vehicles.Deploying weather-resistant cameras and developing algorithms that adapt to different weather conditions.
  • Occlusion Handling Techniques:
    Employing techniques like multi-angle capture and deep learning to infer and reconstruct partially visible plates.Designing a scalable architecture using cloud services and edge computing to handle real-time processing and large data volumes.
  • APIs and Middleware for Integration:
    Developing APIs and middleware to facilitate integration with existing systems. Implementing encryption, access control and regular security audits to protect data and ensure compliance with regulations.

Let's work together to build something great

Let's Collaborate