A Step-by-Step Introduction to the Basic Object Detection Algorithms

Table of Contents
A Simple Way of Solving an Object Detection Task (using Deep Learning)
Understanding Region-Based Convolutional Neural Networks
1. Intuition of RCNN
2. Problems with RCNN
Understanding Fast RCNN
1. Intuition of Fast RCNN
2. Problems with Fast RCNN
Understanding Faster RCNN
1. Intuition of Faster RCNN
2. Problems with Faster RCNN
Summary of the Algorithms covered