Development of a Web-Based Deep Learning Model for Real-Time Emotion Recognition Using Facial Expressions that Leverages Convolutional Neural Networks (CNN) and Attention Mechanisms
The automatic recognition of human emotions from facial expressions is a critical component of affective computing, with applications spanning human-computer interaction, customer service, and mental health. While traditional methods often rely on handcrafted features, deep learning approaches, particularly Convolution...