Description: Further DetailsTitle: Python Image Processing CookbookCondition: NewSubtitle: Over 60 recipes to help you perform complex image processing and computer vision tasks with easeEAN: 9781789537147ISBN: 9781789537147Publisher: Packt Publishing LimitedFormat: PaperbackRelease Date: 04/17/2020Description: Explore Keras, scikit-image, open source computer vision (OpenCV), Matplotlib, and a wide range of other Python tools and frameworks to solve real-world image processing problemsKey FeaturesDiscover solutions to complex image processing tasks using Python tools such as scikit-image and KerasLearn popular concepts such as machine learning, deep learning, and neural networks for image processingExplore common and not-so-common challenges faced in image processingBook Description With the advancements in wireless devices and mobile technology, there's increasing demand for people with digital image processing skills in order to extract useful information from the ever-growing volume of images. This book provides comprehensive coverage of the relevant tools and algorithms, and guides you through analysis and visualization for image processing. With the help of over 60 cutting-edge recipes, you'll address common challenges in image processing and learn how to perform complex tasks such as object detection, image segmentation, and image reconstruction using large hybrid datasets. Dedicated sections will also take you through implementing various image enhancement and image restoration techniques, such as cartooning, gradient blending, and sparse dictionary learning. As you advance, you'll get to grips with face morphing and image segmentation techniques. With an emphasis on practical solutions, this book will help you apply deep learning techniques such as transfer learning and fine-tuning to solve real-world problems. By the end of this book, you'll be proficient in utilizing the capabilities of the Python ecosystem to implement various image processing techniques effectively.What you will learnImplement supervised and unsupervised machine learning algorithms for image processingUse deep neural network models for advanced image processing tasksPerform image classification, object detection, and face recognitionApply image segmentation and registration techniques on medical images to assist doctorsUse classical image processing and deep learning methods for image restorationImplement text detection in images using Tesseract, the optical character recognition (OCR) engineUnderstand image enhancement techniques such as gradient blendingWho this book is for This book is for image processing engineers, computer vision engineers, software developers, machine learning engineers, or anyone who wants to become well-versed with image processing techniques and methods using a recipe-based approach. Although no image processing knowledge is expected, prior Python coding experience is necessary to understand key concepts covered in the book.Language: EnglishCountry/Region of Manufacture: GBItem Height: 93mmItem Length: 75mmAuthor: Sandipan DeyGenre: Computing & InternetISBN-10: 1789537142Release Year: 2020 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Python Image Processing Cookbook
Title: Python Image Processing Cookbook
Subtitle: Over 60 recipes to help you perform complex image processing and
EAN: 9781789537147
ISBN: 9781789537147
Release Date: 04/17/2020
Release Year: 2020
Country/Region of Manufacture: GB
Item Height: 93mm
Genre: Computing & Internet
ISBN-10: 1789537142
Number of Pages: 438 Pages
Publication Name: Python Image Processing Cookbook : Over 60 Recipes to Help You Perform Complex Image Processing and Computer Vision Tasks with Ease
Language: English
Publisher: Packt Publishing, The Limited
Subject: Image Processing, Intelligence (Ai) & Semantics, Computer Vision & Pattern Recognition
Publication Year: 2020
Type: Textbook
Item Length: 3.6 in
Author: Sandipan Dey
Subject Area: Computers
Item Width: 3 in
Format: Trade Paperback
