{"product_id":"image-classification-using-python-and-techniques-of-computer-vision-and-machine-learning-paperback","title":"Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Paperback","description":"\u003cp\u003eby \u003cb\u003eJohn Magic\u003c\/b\u003e (Editor), \u003cb\u003eMark Magic\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 116\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.24 x 9 x 6 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 29, 2019\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42108114305159,"sku":"9781796607260","price":60.73,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/b7d8cafa3d71d01a67a11024fede7c80.webp?v=1732462626","url":"https:\/\/booksby.splitshops.com\/products\/image-classification-using-python-and-techniques-of-computer-vision-and-machine-learning-paperback","provider":"Books by splitShops","version":"1.0","type":"link"}