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

© Shamshad Ansari 2020

S. AnsariBuilding Computer Vision Applications Using Artificial Neural Networkshttps://doi.org/10.1007/978-1-4842-5887-3_4

4. Building a Machine Learning–Based Computer Vision System

Shamshad Ansari¹ 

(1)

Centreville, VA, USA

 

You learned about various image processing techniques in the previous chapter. In this chapter, we will discuss the steps to develop machine learning computer vision systems. This chapter is a primer for the next chapter, which will provide details on various deep learning algorithms and how to write code with Python to execute on TensorFlow.

Image Processing Pipeline

Computer vision (CV) is the ability of computers to capture and analyze images and make interpretations and decisions about it. For example, ...