{"product_id":"image-classification-using-python-and-john-magic-9781796607260","title":"Image Classification Using Python and Techniques of Computer Vision and Machine Learning","description":"This book implemented six different algorithms to classify images with prediction accuracy as the primary criterion and time consumption as the secondary one. The accuracies varied between about 30% and 90%, while the time consumptions varied from several seconds to more than one hour. Considering both criteria, the Pre-Trained AlexNet Features Representation plus a Classifier, such as the k-Nearest Neighbors (KNN) and the Support Vector Machines (SVM), was concluded as the best algorithm.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e John Magic, Mark Magic\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1796607266\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781796607260\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/29\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 116\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.24d","brand":"John Magic","offers":[{"title":"Paperback","offer_id":44077469401343,"sku":"9781796607260","price":44.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_904ac32f-8653-4364-8e3b-612edf6b5864.jpg?v=1685470150","url":"https:\/\/www.whiterainbookhouse.com\/products\/image-classification-using-python-and-john-magic-9781796607260","provider":"WR Book House","version":"1.0","type":"link"}