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

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

Paperback (29 Jan 2019)

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Publisher's 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.

Book information

ISBN: 9781796607260
Publisher: Amazon Digital Services LLC - KDP Print US
Imprint: Independently Published
Pub date:
Language: English
Number of pages: 116
Weight: 163g
Height: 229mm
Width: 152mm
Spine width: 6mm