Description: Title: Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python Author: Singh, Himanshu Publisher: Apress Binding: Paperback Pages: 169 Dimensions: 9.21h x 6.14w x 0.40d Product Weight: 0.6 lbs. Language: English ISBN: 9781484241486 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 concepts in 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. Ships Fast From The USA! Authorized Dealer
Price: 59.99 USD
Location: Tennessee
End Time: 2024-09-15T23:46:14.000Z
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Restocking Fee: No
Return shipping will be paid by: Seller
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Refund will be given as: Money Back
Book Title: Apress
Number of Pages: Xv, 169 Pages
Publication Name: Practical Machine Learning and Image Processing : For Facial Recognition, Object Detection, and Pattern Recognition Using Python
Language: English
Publisher: Apress L. P.
Subject: Optical Data Processing, Intelligence (Ai) & Semantics, Image Processing, Programming / Open Source, Programming Languages / Python, Compilers
Publication Year: 2019
Item Weight: 16 Oz
Type: Textbook
Author: Himanshu Singh
Item Length: 9.3 in
Subject Area: Computers
Item Width: 6.1 in
Format: Trade Paperback
