A Machine Learning based approach to Detect Birds over and around the Runway before they Strike the Aircrafts

This project aims to benefit the aviation industry by using machine learning techniques, specifically the You Only Look Once (YOLO) algorithm, to detect potential obstacles in real-time during flight. The system uses high-resolution cameras installed in the airports to provide pilots with advance warning of most potential threats, of birds, before they become a danger. This approach significantly reduces the risk of accidents and enhances the safety of air travel. The system's successful implementation can revolutionize the aviation industry, setting new standards in flight safety.