Human Gender Classification Using Transfer Learning Via Pareto Frontier CNN Networks

Human Gender Classification Using Transfer Learning Via Pareto Frontier CNN Networks

Human gender is deemed as a prime demographic trait due to its various usage in the practical domain. Human gender classification in an unconstrained environment is a sophisticated task due to large variations in the image scenarios. Due to the multifariousness of internet images, the classification...

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Bibliographic Details
Main Authors: Md. Mahbubul Islam, Nusrat Tasnim, Joong-Hwan Baek
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Inventions
Subjects:
automatic gender classification
pre-trained CNN
Pareto frontier networks
transfer learning
GoogLeNet
SqueezeNet
Online Access:https://www.mdpi.com/2411-5134/5/2/16

Internet

https://www.mdpi.com/2411-5134/5/2/16

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