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Sirwan Younis Abdullah

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Open access Aug 2026

Comparative Analysis of Deep Neural Networks for Online Facial Expression Recognition and Facial Shape Classification

In the context of affective computing, real-time facial analysis plays an important role in human–computer interaction and personalized applications. This study presents a controlled comparative evaluation of five widely used deep neural network architectures EfficientNetB0, VGG16, MobileNetV2, InceptionV3, and ResNet5...

Sirwan Younis Abdullah, Mayyadah Ramiz Mahmood · 0 citations

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