Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Author:   John Magic ,  Mark Magic
Publisher:   Independently Published
Volume:   1
ISBN:  

9781796607260


Pages:   116
Publication Date:   29 January 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Image Classification Using Python and Techniques of Computer Vision and Machine Learning


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Overview

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.

Full Product Details

Author:   John Magic ,  Mark Magic
Publisher:   Independently Published
Imprint:   Independently Published
Volume:   1
Dimensions:   Width: 15.20cm , Height: 0.60cm , Length: 22.90cm
Weight:   0.163kg
ISBN:  

9781796607260


ISBN 10:   1796607266
Pages:   116
Publication Date:   29 January 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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