Classification of Dog Breeds Using Convolutional Neural Network Models and Support Vector Machine

Classification of Dog Breeds Using Convolutional Neural Network Models and Support Vector Machine

When classifying breeds of dogs, the accuracy of classification significantly affects breed identification and dog research. Using images to classify dog breeds can improve classification efficiency; however, it is increasingly challenging due to the diversities and similarities among dog breeds. Tr...

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Bibliographic Details
Main Authors: Ying Cui, Bixia Tang, Gangao Wu, Lun Li, Xin Zhang, Zhenglin Du, Wenming Zhao
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Bioengineering
Subjects:
dog breed classification
convolutional neural network
support vector machine
multi-network integration
feature selection
Stanford dog dataset
Online Access:https://www.mdpi.com/2306-5354/11/11/1157

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https://www.mdpi.com/2306-5354/11/11/1157

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