• Created a pipeline to detect and track vehicles in a video using OpenCV, Histogram of Oriented Gradients (HOG) feature descriptor and Support Vector Machines.

  • Implemented a novel multiscale sliding windows method to search for detections and leveraged heatmaps to combine overlapping detections and remove false positives