Autism spectrum disorder (ASD) is a neuropsychological disorder that begins at an early age in people and prevails throughout life. It affects the ability to communicate and interact with other people; they do not interpret facial emotions (Scared, Disgusted, Happy, Sad, Angry, Surprised, Contempt, and Neutral) like other people, resulting in isolation. Emotions help communicate to understand what other people feel. This paper presents a model for the recognition of emotions through facial expressions. It makes use of convolutional neural