Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Computer Vision and Machine Learning - Mark Magic - Livros - Independently Published - 9781796607260 - 29 de janeiro de 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

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 29 de janeiro de 2019
ISBN13 9781796607260
Editoras Independently Published
Páginas 116
Dimensões 152 × 229 × 6 mm   ·   163 g
Idioma Inglês  
Editor Magic, John

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