Predictive traffic situation on the road

Key Highlights AI and machine learning tools are now used to find out when car accidents might happen. These systems look at past data, how traffic goes, the weather, and many other things to know which places and times are most risky. Real-time accident alerts can warn people driving and help groups in government take steps to keep us safe before something bad happens. Models that use deep learning, like DNNs, work well and show good results in knowing when accidents might happen. People need to think about what is right and how safe user data stays when they make and use these tools. The main aim is to use smart data so roads be more safe for all of us. Introduction The links between traffic accidents, road safety, and artificial AI help us see dangers on the road sooner. As roads become more complex, it is important to have ways to spot and reduce accidents before they happen. This look at the topic will show how car accident models have changed over time. It will also talk about th...