In this project, I was able to create a vehicle detection and tracking pipeline with OpenCV, histogram of oriented gradients (HOG), and support vector machines (SVM). The model was optimized and evaluated on video data from a automotive camera taken during highway driving. You can check out the other videos I produced on my Youtube channel. You can also checkout my code on my GitHub page .