Image Classification Using Python and Techniques of Computer Vision and Machine Learning: 1 - Tapa blanda

Libro 2 de 5: Computer Vision and Machine Learning

Magic, Dr. Mark

 
9781796607260: Image Classification Using Python and Techniques of Computer Vision and Machine Learning: 1
Tapa blanda
ISBN 10: 1796607266 ISBN 13: 9781796607260
Editorial: Independently published, 2019

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Independently published
Año de publicación
2019
Idioma
Inglés
ISBN 10 
1796607266
ISBN 13 
9781796607260
Encuadernación
Tapa blanda
Número de páginas
114
Editor
Magic John
Contacto del fabricante
no disponible
Persona responsable
no disponible