Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Computer Vision and Machine Learning - Mark Magic - Boeken - Independently Published - 9781796607260 - 29 januari 2019
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Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Computer Vision and Machine Learning

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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.


116 pages

Media Boeken     Paperback Book   (Boek met zachte kaft en gelijmde rug)
Vrijgegeven 29 januari 2019
ISBN13 9781796607260
Uitgevers Independently Published
Pagina's 116
Afmetingen 152 × 229 × 6 mm   ·   163 g
Taal en grammatica Engels  
Uitgever Magic, John

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