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PeriOcular Insights: A deep learning Approach

PeriOcular Insights: A deep learning Approach

Paperback

Databases

ISBN13: 9798323821792
Publisher: Independently Published
Published: Apr 23 2024
Pages: 98
Weight: 0.31
Height: 0.20 Width: 6.00 Depth: 9.00
Language: English
Gender classification and age prediction are pivotal tasks in computer vision with profound implications. In this book, the author explores the challenges posed by factors like face masks, which obscure crucial facial features and introduces the PeriGender model. This model focuses on the periocular region around the eyes, leveraging deep learning techniques to achieve remarkable accuracy in gender classification. The author extends this work to age prediction, creating the PeriAge model, and combines both models to form the PeriOcular model, offering new insights and approaches for facial recognition systems. This book is a significant advancement in the field, providing a comprehensive understanding of these complex tasks and their practical applications.

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