Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Softcover

Book 2 of 5: Computer Vision and Machine Learning

Magic, Dr. Mark

 
9781796607260: Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Softcover
ISBN 10: 1796607266 ISBN 13: 9781796607260
Publisher: Independently published, 2019

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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Publisher
Independently published
Publication date
2019
Language
English
ISBN 10 
1796607266
ISBN 13 
9781796607260
Binding
Paperback
Number of pages
114
Editor
Magic John