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Practical Machine Learning and Image Processing

64,19 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 18828d7a6b476e45a197218d4d4923b70d
Autor: Singh, Himanshu
Themengebiete: Computer Vision Convolutional Neural Networks Deep Learning Image Processing Image Segmentation Machine Learning Neural Networks OpenCV Python
Veröffentlichungsdatum: 27.02.2019
EAN: 9781484241486
Sprache: Englisch
Seitenzahl: 169
Produktart: Kartoniert / Broschiert
Verlag: APRESS
Untertitel: For Facial Recognition, Object Detection, and Pattern Recognition Using Python
Produktinformationen "Practical Machine Learning and Image Processing"
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.
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