Visual odometry for cars

The project aimed at estimating the pose of a vehicle by means of an on-board forward facing camera and sensory fusion with an onboard IMU to handle the scale estimation problem. Further obstacle detection and avoidance using LIDAR sensors was also done as an extension. This was a sub-part to a larger problem statement-”Mahindra Rise Challenge” to build an autonomous car.

Check out the detailed report here.