Object detection is the act of finding the location of an object in an image. In this chapter, we will learn the techniques of object detection and implement pedestrian detection by understanding the following topics:
- Basics and the difference between localization and detection
- Various datasets and their descriptions
- Algorithms used for object localization and detection
- TensorFlow API for object detection
- Training new object detection models
- Pedestrian detection on a moving car with YOLO algorithm