The Gujarat Police faced a pressing need to modernize their traffic management and enforcement capabilities. Inefficient manual processes and a lack of automated systems resulted in significant challenges, including:

• Difficulty in tracking and managing traffic flows across the city

• Ineffective enforcement of traffic rules and regulations

• Inability to quickly identify and respond to traffic-related incidents

6thlabs was tasked with developing a solution that could address these pain points and provide the Gujarat Police with a powerful tool to enhance public safety and improve traffic flow.

The Solution

The Tracy system, developed by 6thlabs, is a fully distributed system that can scale seamlessly as the number of cameras in the city increases. Powered by cutting-edge computer vision and machine learning technologies, the solution offers a range of advanced features:

1. Vehicle Tracking: The system can track vehicles across multiple cameras, allowing for the identification and monitoring of individual vehicles as they move through the city.

2. Vehicle Feature-based Search: Using the YOLOv5 object detection model, the system can identify and classify vehicles based on their color, text, and symbols. This enables the Gujarat Police to quickly locate and track specific vehicles of interest.

3. Traffic Management: By analyzing vehicle density and flow, the Tracy system can optimize traffic signal timings, helping to reduce congestion and improve overall traffic management.

4. Rule Violation Detection: The system can automatically detect a variety of traffic rule violations, including seatbelt usage, helmet usage, and overcrowding of vehicles. With an accuracy of over 90%, this feature enables efficient and consistent enforcement of traffic regulations.

5. Integrated Number Plate Recognition: The Tracy system incorporates a custom-trained number plate recognition model that can accurately detect and read license plates, supporting various plate formats and styles.

6. Distributed Architecture: The system is designed with a distributed architecture, where each camera has its own server that processes the feed and shares relevant data with neighboring cameras. This ensures scalability and resilience, with a centralized master server overseeing the entire network.

The Results

The deployment of the Tracy system has been a resounding success for the Gujarat Police. The solution's cutting-edge capabilities have significantly enhanced the department's ability to manage traffic, enforce regulations, and respond to incidents in a timely and effective manner.

Some of the key achievements include:

• Improved Traffic Flow: The system's traffic management capabilities have led to a noticeable reduction in congestion and smoother traffic flow throughout the city.

• Increased Rule Compliance: The accurate detection and reporting of traffic violations have encouraged better driver behavior and improved compliance with traffic regulations.

• Enhanced Public Safety: The ability to quickly identify and track vehicles, as well as detect rule violations, has contributed to a safer environment for both drivers and pedestrians.

• Streamlined Operations: The distributed architecture and automated processes have reduced the workload on the Gujarat Police, allowing them to focus on higher-level strategic initiatives.

Showcasing Our Expertise

The Tracy project is a testament to 6thlabs' expertise in developing innovative, technology-driven solutions that address complex real-world challenges. By leveraging a diverse range of cutting-edge technologies, including computer vision, machine learning, distributed systems, and custom model training, we have delivered a comprehensive solution that has transformed traffic management and enforcement in Gujarat.

This project showcases our ability to:

• Understand and address complex client requirements: We worked closely with the Gujarat Police to deeply understand their pain points and develop a tailored solution that met their specific needs.

• Leverage advanced technologies: We seamlessly integrated a wide range of technologies, including YOLOv5, OFA-Image Captioning, and custom number plate recognition models, to create a robust and capable system.

• Deliver scalable and resilient solutions: The distributed architecture of the Tracy system ensures that it can scale with the growing number of cameras while maintaining high availability and reliability.

• Collaborate effectively: The successful execution of this project is a testament to our strong project management skills and our ability to work in close collaboration with the Gujarat Police team.

The Tracy project has solidified 6thlabs' reputation as a trusted partner for organizations seeking to transform their operations through the integration of cutting-edge technology solutions