Overview
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: Mark Magic, John Magic
- | Publisher: Independently published
- | Publication Date: Jan 29, 2019
- | Number of Pages: 114 pages
- | Language: English
- | Binding: Paperback
- | ISBN-10: 1796607266
- | ISBN-13: 9781796607260
