Advanced vehicle safety and Management system (AVSMS)
| dc.contributor.author | Manoj GR 1NH21EC089; Nikhil H L 1NH21EC109; Rohan H Savanth 1NH21CS199; Tharun A C 1NH21CS247 | |
| dc.date.accessioned | 2025-05-17T06:10:46Z | |
| dc.date.available | 2025-05-17T06:10:46Z | |
| dc.date.issued | 2025 | |
| dc.description.abstract | The Advanced Vehicle Safety and Management System (AVSMS) is an innovative project aimed at revolutionizing autonomous driving by enhancing vehicle safety, operational efficiency, and user experience. The system integrates cutting-edge hardware and software, including Raspberry Pi 4, ESP32-CAM, ultrasonic sensors, Neo 6M GPS modules, OpenCV, and TensorFlow, to deliver intelligent and reliable functionality. Key features include lane detection, obstacle avoidance, traffic signal and sign recognition, geo-boundary enforcement, and driver behavior analysis. By leveraging sensor fusion and real-time data processing, the system ensures accurate navigation, compliance with traffic regulations, and proactive collision prevention. Lane detection and obstacle avoidance use advanced cameras and deep learning models to maintain the vehicle's position and avoid hazards dynamically. Geo- boundary functionality defines virtual limits to ensure vehicles operate within designated areas, ideal for fleet management and restricted zones. Traffic signal and sign recognition utilize high-resolution cameras and machine learning to ensure adherence to road rules, while real-time speed monitoring dynamically adjusts vehicle speed based on road and traffic conditions for optimal performance and safety. The AVSMS system also features a 360-degree camera for comprehensive situational awareness, stitching real-time feeds to eliminate blind spots and aid in parking or lane changes. Range estimation calculates the vehicle's remaining travel capacity using battery levels and energy consumption patterns, ensuring uninterrupted operation. The integrated chatbot provides an intuitive interface for voice or text commands, enhancing user interaction and control. Auto light functionality dynamically adjusts vehicle lighting to ensure optimal visibility in various conditions.. By reducing road accidents, enhancing traffic flow, and promoting sustainability, AVSMS sets a benchmark for autonomous vehicle technology, paving the way for smarter and safer transportation systems. | |
| dc.identifier.uri | http://192.168.75.5:4000/handle/123456789/18959 | |
| dc.language.iso | en | |
| dc.publisher | NHCE | |
| dc.title | Advanced vehicle safety and Management system (AVSMS) | |
| dc.type | Learning Object |