Evolution of object detection techniques

Topics covered-

Object detection usage cases.
The intuition behind classical cv2 approaches.
The emergence of deep networks for detection.
Bounding box regressor, image pyramids, sliding window.
Introduction to Region Proposal Network Edge boxes and selective search algorithm.
Evolution of RCNN family, RCNN, Fast RCNN, Faster RCNN.
YOLO for Object Detection Accuracy calculation, IOU, mpA, non-max suppression.
Most frequently asked interview questions