This journal review discusses the paper “A Robust Model for Detecting Facial Emotions in Early Childhood Education Using Convolutional Neural Network”. The session is reviewed by Akkshitha V and Indhuja A, both II B.Sc. CS(DA) students, scheduled at 12:10 PM on 18/09/2025 in room S216.

The article focuses on using Convolutional Neural Networks (CNN) to identify facial emotions in young children to enhance early education strategies. The review explains the methodology, model performance, and potential applications of AI in child development.