Image Classification Using Python and Techniques of Computer Vision and Machine Learning (Paperback) (ISBN-13: 9781796607260)

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.

Author: John Magic, Mark Magic
ISBN-10: 1796607266
ISBN-13: 9781796607260
Publisher: Independently Published
Language: English
Published: 01/29/2019
Pages: 116
Format: Paperback
Weight: 0.36lbs
Size: 9.00h x 6.00w x 0.24d