VISUAL BASED AGE AND GENDER DETECTION USING DEEP LEARNING AND OPENCV

In the period of smart operations and mortal-computer commerce, the capability to detect age and gender using facial features has become largely applicable.This paper presents a real-time system for visual-based age and gender discovery using pre-trained deep literacy models integrated with OpenCV.The system detects mortal faces from images or webcam feeds and predicts the age range and gender using Caffe-grounded Convolutional Neural Networks (CNN).Enforced using Python and Beaker, the system delivers a responsive and cybersurfer accessible interface that streams annotated labors in real time.The proposed frame showcases the eventuality of combining deep literacy with featherlight, web-grounded deployment and emphasizes the part of AI in demographic analytics, surveillance, retail personalization, and stoner-apprehensive systems.

Publication Details

Journal
International Research Journal of Modernization in Engineering Technology and Science
Published
2025-06-21
DOI
https://doi.org/10.56726/irjmets79847
Primary Topic
Face recognition and analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

VISUAL BASED AGE AND GENDER DETECTION USING DEEP LEARNING AND OPENCV

International Research Journal of Modernization in Engineering Technology and Science
Face recognition and analysis
article

VISUAL BASED AGE AND GENDER DETECTION USING DEEP LEARNING AND OPENCV

article en

Abstract

In the period of smart operations and mortal-computer commerce, the capability to detect age and gender using facial features has become largely applicable.This paper presents a real-time system for visual-based age and gender discovery using pre-trained deep literacy models integrated with OpenCV.The system detects mortal faces from images or webcam feeds and predicts the age range and gender using Caffe-grounded Convolutional Neural Networks (CNN).Enforced using Python and Beaker, the system delivers a responsive and cybersurfer accessible interface that streams annotated labors in real time.The proposed frame showcases the eventuality of combining deep literacy with featherlight, web-grounded deployment and emphasizes the part of AI in demographic analytics, surveillance, retail personalization, and stoner-apprehensive systems.

International Research Journal of Modernization in Engineering Technology and Science
Gender equality
Openalex Percentile: Top 88%
Face recognition and analysis
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