The project focuses on situational awareness for self-driving cars using state-of-the-art perception algorithms, including 2D/3D object detection, sensor fusion, and multi-object tracking. Algorithms will be tested on datasets like IDD, KITTI, NuScenes, and Waymo, emphasizing Indian scenarios, while extracting positional and kinematic data to identify critical driving situations.