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

Magic, Dr. Mark

Brossura

ISBN 10: 1796607266 ISBN 13: 9781796607260

Casa editrice: Independently published, 2019

Riassunto

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.

Dettagli dell?edizione

• Editore: Independently published
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 1796607266
• ISBN 13: 9781796607260
• Rilegatura: Copertina flessibile
• Numero di pagine: 114
• Redattore: Magic John
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile