Section 2 - Object Classification and Detection

Armed with an understanding of neural network (NN) basics, in this section, we will discover more complex blocks of NNs that build on top of these basics to solve more complex vision-related issues, including object detection, image classification, and many more problems besides.

This section comprises the following chapters:

  • Chapter 4, Introducing Convolutional Neural Networks
  • Chapter 5, Transfer Learning for Image Classification
  • Chapter 6, Practical Aspects of Image Classification
  • Chapter 7, Basics of Object Detection
  • Chapter 8, Advanced Object Detection
  • Chapter 9, Image Segmentation
  • Chapter 10, Applications of Object Detection and Segmentation
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