In this blog post we had a little bit of a history lesson regarding object detectors. We also had a sneak peek into a Python framework that I am working on for object detection in images. From there we had a quick review of how the Histogram of Oriented Gradients method is used in conjunction with a Linear SVM to train a robust object detector. However, no matter what method of object detection you use, you will likely end up with multiple bounding boxes surrounding the object you want to detect. In order
Source: Histogram of Oriented Gradients and Object Detection – PyImageSearch