Traffic intersection Video Analysis Enhancement for Real-Time Safety Systems


Project scope
Categories
Software development Machine learning Artificial intelligenceSkills
algorithms computer vision decision making artificial intelligence vehicle systemsBreeze Traffic is seeking to enhance its intersection video analysis capabilities to improve real-time decision-making and safety systems. The project aims to leverage computer vision and V2X technology to analyze video feeds from intersection cameras more effectively. The goal is to identify and predict potential safety hazards, such as pedestrian crossings and vehicle collisions, in real-time. This project will allow learners to apply their knowledge of computer vision and visual AI to a practical problem, focusing on processing and interpreting camera or sensor-based data. The team will work on developing algorithms that can detect and classify various objects and movements within the video feeds, contributing to safer and more efficient traffic management systems.
The project deliverables will include a set of algorithms capable of enhancing video analysis from intersection cameras. These algorithms should be able to detect and classify objects and movements in real-time and communicate to vehicles using V2X. Additionally, a comprehensive report detailing the development process, testing results, and potential improvements will be required. The final deliverable will be a presentation demonstrating the enhanced video analysis capabilities and their impact on real-time decision-making and safety systems.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
Breeze Traffic is an advanced AI company specializing in computer vision and V2X technologies to improve traffic safety and urban mobility. By leveraging intersection cameras and intelligent video analysis, Breeze traffic aims to create smarter, safer and cleaner transportation networks.