Vehicle Detection

Repository

The goals / steps of this project are the following:

  • Perform a Histogram of Oriented Gradients (HOG) feature extraction on a labeled training set of images and train a classifier Linear SVM classifier
  • Apply a color transform and append binned color features, as well as histograms of color, to your HOG feature vector.
  • Implement a sliding-window technique and use your trained classifier to search for vehicles in images.
  • Apply pipeline on a video stream.

Project Repository and description

Video


Vehicle Detection from Guilherme Klink on Vimeo.