{"product_id":"python-image-processing-cookbook-over-60-recipes-to-help-you-perform-complex-image-processing-and-computer-vision-tasks-with-ease-paperback","title":"Python Image Processing Cookbook: Over 60 recipes to help you perform complex image processing and computer vision tasks with ease - Paperback","description":"\u003cp\u003eby \u003cb\u003eSandipan Dey\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eExplore 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 problems\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eDiscover solutions to complex image processing tasks using Python tools such as scikit-image and Keras\u003c\/li\u003e \u003cli\u003eLearn popular concepts such as machine learning, deep learning, and neural networks for image processing\u003c\/li\u003e \u003cli\u003eExplore common and not-so-common challenges faced in image processing\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eWith 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.\u003c\/p\u003e \u003cp\u003eWith 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.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you'll be proficient in utilizing the capabilities of the Python ecosystem to implement various image processing techniques effectively.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eImplement supervised and unsupervised machine learning algorithms for image processing\u003c\/li\u003e \u003cli\u003eUse deep neural network models for advanced image processing tasks\u003c\/li\u003e \u003cli\u003ePerform image classification, object detection, and face recognition\u003c\/li\u003e \u003cli\u003eApply image segmentation and registration techniques on medical images to assist doctors\u003c\/li\u003e \u003cli\u003eUse classical image processing and deep learning methods for image restoration\u003c\/li\u003e \u003cli\u003eImplement text detection in images using Tesseract, the optical character recognition (OCR) engine\u003c\/li\u003e \u003cli\u003eUnderstand image enhancement techniques such as gradient blending\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 438\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.89 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e April 17, 2020\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42710040182847,"sku":"9781789537147","price":84.65,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/4ea31d461a4cbdc14aa99afb9439e775.webp?v=1765053593","url":"https:\/\/dhlswag.com\/products\/python-image-processing-cookbook-over-60-recipes-to-help-you-perform-complex-image-processing-and-computer-vision-tasks-with-ease-paperback","provider":"BBB","version":"1.0","type":"link"}