Practical Machine Learning and Image Processing : For Facial Recognition, Object Detection, and Pattern Recognition Using Python

Himanshu Singh

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Language: English

Published by Apress, 2019

1484241487 / 9781484241486

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You'll see the OpenCV algorithms and how to use them for image processing.The next section looks at advanced machine learning and deep learning methods for image processing and classification. You'll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you'll explore how models are made in real time and then deployed using various DevOps tools.All the conceptsin Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application.What You Will LearnDiscover image-processing algorithms and their applications using PythonExplore image processing using the OpenCV libraryUse TensorFlow, scikit-learn, NumPy, and other librariesWork with machine learning and deep learning algorithms for image processingApply image-processing techniques to five real-time projectsWho This Book Is ForData scientists and software developers interested in image processing and computer vision.…

Seller Inventory # 9781484241486

Title
Practical Machine Learning and Image Processing : For Facial Recognition, Object Detection, and Pattern Recognition Using Python
Author
Himanshu Singh
Publisher
Apress
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1484241487
ISBN 13
9781484241486
Item weight
295 grams
Dimensions
235x155x11 mm

AHA-BUCH GmbH

Einbeck, Germany

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