[ FreeCourseWeb ] Building Computer Vision Applications Using Artificial Neural Networks torrent

[ FreeCourseWeb.com ] Building Computer Vision Applications Using Artificial Neural Networks

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English | PDF,EPUB | 2020 | 467 Pages | ISBN : 148425886X | 38 MB

Apply computer vision and machine learning concepts in developing business and industrial applications ​using a practical, step-by-step approach.
The book comprises four main sections starting with setting up your programming environment and configuring your computer with all the prerequisites to run the code examples. Section 1 covers the basics of image and video processing with code examples of how to manipulate and extract useful information from the images. You will mainly use OpenCV with Python to work with examples in this section.

Section 2 describes machine learning and neural network concepts as applied to computer vision. You will learn different algorithms of the neural network, such as convolutional neural network (CNN), region-based convolutional neural network (R-CNN), and YOLO. In this section, you will also learn how to train, tune, and manage neural networks for computer vision. Section 3 provides step-by-step examples of developing business and industrial applications, such as facial recognition in video surveillance and surface defect detection in manufacturing.

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