Image Classification Using Python And Techniques Of Computer Vision And Machine Learning(1st Edition)

Authors:

Dr Mark Magic ,John Magic

Type:Hardcover/ PaperBack / Loose Leaf
Condition: Used/New

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Book details

ISBN: 1796607266, 978-1796607260

Book publisher: Independently published

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Book Price $0 : 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.