Name: Image Classification Using Python and Techniques of Computer Vision and Machine Learning
Price: 966.00 ZAR
Availability: InStock
Author: Magic, John ; Magic, Mark
ISBN: 9781796607260

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portada Image Classification Using Python and Techniques of Computer Vision and Machine Learning

Image Classification Using Python and Techniques of Computer Vision and Machine Learning

Type

Physical Book

Author

Mark Magic

Illustrated by

John Magic

Publisher

Independently Published

Language

English

Pages

116

Format

Paperback

Dimensions

22.9 x 15.2 x 0.6 cm

Weight

0.16 kg.

ISBN13

9781796607260

Synopsis "Image Classification Using Python and Techniques of Computer Vision and Machine Learning"

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.

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Image Classification Using Python and Techniques of Computer Vision and Machine Learning - Magic, John ; Magic, Mark

Synopsis "Image Classification Using Python and Techniques of Computer Vision and Machine Learning"

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