Gender and Age Estimation from Human Faces based on Deep Learning Techniques

Antony, A. Lizy and Reddy, P. Pavan Kumar and Deepak, L. Mani and Venkat, Dachepalli (2025) Gender and Age Estimation from Human Faces based on Deep Learning Techniques. In: Proceedings of the 4th International Conference on Information Technology, Civil Innovation, Science, and Management, ICITSM 2025, 28-29 April 2025, Tiruchengode, Tamil Nadu, India, Part II.

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Abstract

Gender and age estimation from facial images are crucial for applications like security, healthcare, and marketing. Deep learning, especially CNNs and pre-trained models like ImageNet, improves accuracy. This review explores architec- tures, datasets, challenges, and mitigation strategies, highlight

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 20:20
Last Modified: 16 Apr 2026 15:51
URI: http://eprints.eai.eu/id/eprint/60223

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