Emotionally Intelligent Edtech: A CNN Perspective

This study addresses the absence of immediate emotional feedback in online education by utilizing computer vision and deep learning to create a real-time emotion recognition system. Despite encountering technological and privacy challenges, the system enriches educators{\prime} comprehension of students{\prime} emotional states, enabling adaptive teaching strategies and fostering a more personalized learning atmosphere. The findings suggest significant improvements in the student engagement and instructional methods, highlighting the importance of integrating dynamic emotion recognition into online learning platforms for optimized educational outcomes.