
BOOKS - Mastering OpenCV with Python Use NumPy, Scikit, TensorFlow, and Matplotlib to...

Mastering OpenCV with Python Use NumPy, Scikit, TensorFlow, and Matplotlib to learn Advanced algorithms for Machine Learning through a set of Practical Projects
Author: Ayush Vaishya
Year: November 2023
Pages: 423
Format: EPUB
File size: 10.5 MB
Language: ENG

Year: November 2023
Pages: 423
Format: EPUB
File size: 10.5 MB
Language: ENG

Book Description: Mastering OpenCV with Python Use NumPy Scikit TensorFlow and Matplotlib to learn Advanced Algorithms for Machine Learning through a Set of Practical Projects is a comprehensive guide to learning OpenCV with Python, using NumPy, Scikit-learn, TensorFlow, and Matplotlib to develop advanced machine learning algorithms. This book provides a practical approach to learning OpenCV with Python, covering various aspects of computer vision and image processing, including feature detection, object recognition, facial recognition, and more. The book begins by introducing the basics of OpenCV and its integration with Python, followed by an overview of the most commonly used libraries and tools for machine learning. It then delves into practical projects that demonstrate how to apply these concepts to real-world problems, such as image classification, object tracking, and facial recognition. The book is divided into four parts: Part 1 covers the basics of OpenCV and its integration with Python, Part 2 explores the use of NumPy, Scikit-learn, TensorFlow, and Matplotlib for machine learning, Part 3 focuses on practical projects that demonstrate the application of these concepts, and Part 4 discusses the future of computer vision and machine learning. Each chapter includes exercises and projects to help readers reinforce their understanding of the concepts covered.
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