Title: Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Publisher: Independently Published
Publication Date: 2019
Language: English
ISBN 10: 1796607266
ISBN 13: 9781796607260
Binding: PAP
Condition: New

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Synopsis

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.

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