implementation object detection using the very powerful YOLO model.
Many of the ideas in this notebook are described in the two YOLO papers: Redmon et al., 2016 and Redmon and Farhadi, 2016.
Detect objects in a car detection dataset
Implement non-max suppression to increase accuracy
Implement intersection over union
Handle bounding boxes, a type of image annotation popular in deep learning