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

Magic, Dr. Mark

ISBN 10: 1796607266 / ISBN 13: 9781796607260

Published by Independently published, 2019

About this Item

Print on Demand.

Seller Inventory # I-9781796607260

Bibliographic Details

• 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: Soft cover
• Condition: New

About this title

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.