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Computer Vision with Python 3 by Saurabh Kapur

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Integrating Machine Learning with Computer Vision

Machine learning is one of the most studied topics in computer science. Every major technology company is spending a sizable amount of their budget on advancing the state of the art for tasks such as image classification, object recognition, and more complex tasks such as activity recognition. In this chapter, we lay the foundation of machine learning in the context of computer vision. We will learn about basic algorithms such as linear regression, support vector machines, and decision trees, while keeping in mind the task of image classification (handwriting recognition). In this chapter, we will also look at a new open source library, sklearn.

Let's begin by understanding the various applications ...

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