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Image Processing Masterclass with Python: 50+ Solutions and Techniques Solving Complex Digital Image Processing Challenges Using Numpy, Scipy, Pytorch and Keras (English Edition) - Softcover

 
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Synopsis

Over 50 problems solved with classical algorithms + ML / DL models

Key Features
  • Problem-driven approach to practice image processing.
  • Practical usage of popular Python libraries: Numpy, Scipy, scikit-image, PIL and SimpleITK.
  • End-to-end demonstration of popular facial image processing challenges using MTCNN and Microsoft’s Cognitive Vision APIs.

    Description
    This book starts with basic Image Processing and manipulation problems and demonstrates how to solve them with popular Python libraries and modules. It...
    • PublisherBPB Publications
    • Publication date2021
    • ISBN 10 9389898641
    • ISBN 13 9789389898644
    • BindingPaperback
    • LanguageEnglish
    • Number of pages428

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    Sandipan Dey
    Published by BPB Publications, 2021
    ISBN 10: 9389898641 ISBN 13: 9789389898644
    New Soft cover

    Seller: Vedams eBooks (P) Ltd, New Delhi, India

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    Soft cover. Condition: New. This book starts with basic Image Processing and manipulation problems and demonstrates how to solve them with popular Python libraries and modules. It then concentrates on problems based on Geometric image transformations and problems to be solved with Image hashing. Next, the book focuses on solving problems based on Sampling, Convolution, Discrete Fourier transform, Frequency domain filtering and image restoration with deconvolution. It also aims at solving Image enhancement problems using different algorithms such as spatial filters and create a super resolution image using SRGAN. Finally, it explores popular facial image processing problems and solves them with Machine learning and Deep learning models using popular python ML / DL libraries. Seller Inventory # 140575

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