Sign2Text Conversion

Sign language conversion is a proficient and intricate communication method that is used by the deaf, dumb and hard-of-hearing communities among themselves or with hearing people. Unlike spoken languages, sign languages rely on visual-gestural cues, such as hand gestures, facial expressions, and body language, in order to convey a message. Latest technical developments such as Machine learning and Deep Learning have also played a significant role in reducing obstacles to communication, such as automatic sign language recognition and translation systems. As many researchers have proposed different algorithms for recognizing static and dynamic gestures, this review will present an efficient approach to identify the sign language being used.