Here is the code for a system which can track vehicles in a video using Computer Vision. Primarily, I have used Histogram of Oriented Gradients to seperate cars from non-cars along with a sliding window technique which checks from images.
More details can be found in the write up
The video demonstrating the system can be seen here
Here is an example:
