ASL(American Sign Language) requires the movement of hands or the face to form sentence structures that convey information and everyday expressions. To allow a greater number of people to communicate with ASL, AI image recognition through CNN (Convolutional Neural Network) can be used as a means of alphabet translation without having to learn the language.