| Image Classification Using Python and Techniques of Computer Vision and Machine Learning Contributor(s): Magic, John (Editor), Magic, Mark (Author) |
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ISBN: 1796607266 ISBN-13: 9781796607260 Publisher: Independently Published OUR PRICE: $42.74 Product Type: Paperback Published: January 2019 |
| Additional Information |
| BISAC Categories: - Computers | Computer Vision & Pattern Recognition |
| Series: Computer Vision and Machine Learning |
| Physical Information: 0.24" H x 6" W x 9" (0.36 lbs) 116 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |