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Ruksar Fatima

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Open access Aug 2026

Face Mask Detection Using Deep Learning: A Comparative Study of CNN, VGG16 and MobileNetV2 for Real-Time Applications

A comparative study of three deep learning architectures, namely a Custom Convolutional Neural Network (CNN), VGG16, and MobileNetV2, for face mask detection indicates that lightweight transfer learning models offer an effective and practical solution for real-time face mask detection in resource-constrained environmen...

Ruksar Fatima, Shaista Fatima · 0 citations

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