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

Livre 2 sur 5: Computer Vision and Machine Learning

Magic, Dr. Mark

 
9781796607260: Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Couverture souple
ISBN 10 : 1796607266 ISBN 13 : 9781796607260
Editeur : 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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2019
Langue
anglais
ISBN 10 
1796607266
ISBN 13 
9781796607260
Reliure
Broché
Nombre de pages
114
Éditeur
Magic John
Coordonnées du fabricant
non disponible
Personne responsable
non disponible