Image classification using Deep Learning & Swarm Intelligence: Image classification using Deep Learning & Hierarchical Multi Swarm Optimization Techniques

Ramana, T. Venkata

ISBN 10: 6204716298 / ISBN 13: 9786204716299

Published by LAP LAMBERT Academic Publishing, 2021

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Bibliographic Details

• Title: Image classification using Deep Learning & Swarm Intelligence: Image classification using Deep Learning & Hierarchical Multi Swarm Optimization Techniques
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2021
• Language: English
• ISBN 10: 6204716298
• ISBN 13: 9786204716299
• Binding: Soft cover
• Condition: New

About this title

Synopsis

It is very difficult to classify the images, identifying the objects in the image etc. After identifying the objects in the images, classification of the images based on the objects into different categories is the current area that is focused in this book. To classify the objects exactly, it should be deeply analysed. With the existing methods, high classification accuracy is not achieved. this book concentrated on the latest technologies like Swarm Intelligence and Deep learning to achieve high accuracy in classifying the images. To have the exact classification of the images a new method should be identified which is used to identify and classify the images. Deep learning is self learning process as it goes deep by filtering information through multiple hidden layers. Combination of Swarm intelligence and Deep learning is used in classification of images.