Wrote a software pipeline to detect vehicles in a video from a front-facing camera on a car. Evaluated several colorspaces to find best results. Used histogram of gradients to extract features. Trained a model using a linear support vector machine. Then using a sliding window approach allowed the model to detect vehicles in each video frame.