Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Python

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

S. AnsariBuilding Computer Vision Applications Using Artificial Neural Networkshttps://doi.org/10.1007/978-1-4842-9866-4_6

6. Deep Learning in Object Detection

Shamshad Ansari¹  

(1)

Centreville, VA, USA

 

Chapter 5 covered how to classify images using a standard multilayer perceptron (MLP) and a convolutional neural network (CNN). In classification tasks, our focus is predicting the class of the entire image, without considering the specific objects present within it. In this chapter, we will explore how to detect objects and determine their locations within the image.

Our learning objectives in this chapter are as follows:

• To explore popular deep learning ...