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  • Format: ePub

"Periocular Insights: Unravelling Age and Gender Classification - A Deep Learning Approach" is a groundbreaking exploration of technology's role in age and gender recognition through periocular features. It navigates the complexity of this field, from the architecture of Convolutional Neural Networks to the development of custom models like "Peri Gender." The book addresses challenges such as age prediction and extends its scope to include gender classification on video frames. Emphasizing the importance of interactive interfaces and responsible technology use, it offers a strategic…mehr

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Produktbeschreibung
"Periocular Insights: Unravelling Age and Gender Classification - A Deep Learning Approach" is a groundbreaking exploration of technology's role in age and gender recognition through periocular features. It navigates the complexity of this field, from the architecture of Convolutional Neural Networks to the development of custom models like "Peri Gender." The book addresses challenges such as age prediction and extends its scope to include gender classification on video frames. Emphasizing the importance of interactive interfaces and responsible technology use, it offers a strategic implementation roadmap for deploying these techniques across industries. With references and a glossary providing additional depth, "Periocular Insights" represents a significant advancement in computer vision, opening new possibilities for improving facial recognition systems in diverse environments.


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