Trends in the detection and interpretation of human movements and mime-gesture

Communication is an important part of our lives. Communication facilitates interaction between people, allowing us to share our ideas and emotions. The research has focused mainly on one side of communication, namely the conversion of sign language into speech. Contrary to traditional approaches, which focus on using static data to convert sign language into speech, our research brings an innovative perspective by integrating artificial intelligence technologies. This research has largely used static data sets such as alphabets, digits and specific gestures taken from a variety of languages. However, addressing this problem is done using artificial intelligence techniques and methods. In this context, detailed research will be presented, focusing on techniques and methods developed to improve the communication using artificial intelligence (Mediapipe, OpenCV, CNN). The contributions presented in this paper represent a significant advance in the field of communication bringing to the forefront cutting-edge methods and techniques in an evolving field.