Front image recognition AI technology can analyze the driving environment in real-time, detect pedestrians, obstacles, vehicles, and other objects on the road, and perform risk assessment. This algorithm combines deep learning and computer vision technology, and is applicable to advanced driver assistance systems (ADAS) and autonomous driving technology, helping vehicles make safer driving decisions and reduce accident risks.