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The Real-Time Facial Emotion Recognition project is a deep learning system designed to accurately identify and classify emotions from facial expressions in real time. Leveraging the power of VGG16 convolutional neural network (CNN) architecture, combined with the innovative Channel and Spatial Attention Mechanism (CBAM).