{"product_id":"machine-learning-for-opencv-michael-beyeler-9781783980284","title":"Machine Learning for OpenCV: Intelligent image processing with Python","description":"\u003cp\u003e\u003cstrong\u003eExpand your OpenCV knowledge and master key concepts of machine learning using this practical, hands-on guide.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLoad, store, edit, and visualize data using OpenCV and Python\u003c\/li\u003e\n\u003cli\u003eGrasp the fundamental concepts of classification, regression, and clustering\u003c\/li\u003e\n\u003cli\u003eUnderstand, perform, and experiment with machine learning techniques using this easy-to-follow guide\u003c\/li\u003e\n\u003cli\u003eEvaluate, compare, and choose the right algorithm for any task\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eMachine learning is no longer just a buzzword, it is all around us: from protecting your email, to automatically tagging friends in pictures, to predicting what movies you like. Computer vision is one of today's most exciting application fields of machine learning, with Deep Learning driving innovative systems such as self-driving cars and Google's DeepMind.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eOpenCV lies at the intersection of these topics, providing a comprehensive open-source library for classic as well as state-of-the-art computer vision and machine learning algorithms. In combination with Python Anaconda, you will have access to all the open-source computing libraries you could possibly ask for.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eMachine learning for OpenCV begins by introducing you to the essential concepts of statistical learning, such as classification and regression. Once all the basics are covered, you will start exploring various algorithms such as decision trees, support vector machines, and Bayesian networks, and learn how to combine them with other OpenCV functionality. As the book progresses, so will your machine learning skills, until you are ready to take on today's hottest topic in the field: Deep Learning.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be ready to take on your own machine learning problems, either by building on the existing source code or developing your own algorithm from scratch!\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore and make effective use of OpenCV's machine learning module\u003c\/li\u003e\n\u003cli\u003eLearn deep learning for computer vision with Python\u003c\/li\u003e\n\u003cli\u003eMaster linear regression and regularization techniques\u003c\/li\u003e\n\u003cli\u003eClassify objects such as flower species, handwritten digits, and pedestrians\u003c\/li\u003e\n\u003cli\u003eExplore the effective use of support vector machines, boosted decision trees, and random forests\u003c\/li\u003e\n\u003cli\u003eGet acquainted with neural networks and Deep Learning to address real-world problems\u003c\/li\u003e\n\u003cli\u003eDiscover hidden structures in your data using k-means clustering\u003c\/li\u003e\n\u003cli\u003eGet to grips with data pre-processing and feature engineering\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book targets Python programmers who are already familiar with OpenCV; this book will give you the tools and understanding required to build your own machine learning systems, tailored to practical real-world tasks.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michael Beyeler\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1783980281\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781783980284\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/14\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 382\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.44lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.79d","brand":"Michael Beyeler","offers":[{"title":"Paperback","offer_id":48217548161279,"sku":"9781783980284","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_faf7b89b-2f06-4cb6-84c0-4ee9f9ee7d0c.jpg?v=1771997924","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-opencv-michael-beyeler-9781783980284","provider":"WR Book House","version":"1.0","type":"link"}