Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

@article{165030,
        author = {Afatab Sarkhawas and Samjith Khandebath and Aditya Jadhav and Gururaj Gavali},
        title = {Hand Motion Text Entry System},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {11},
        number = {1},
        pages = {105-108},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=165030},
        abstract = {Hand Motion Text Entry System refers to the process of writing or drawing in mid-air using hand gestures without the need for physical tools or surfaces. It is a form of gesture-based input that utilizes motion tracking technology to interpret hand movements and translate them into digital representations. This innovative method offers a unique and intuitive way to interact with digital devices, such as computers or virtual reality environments, without the need for traditional input devices like keyboards or touchscreens. Hand Motion Text Entry System has the potential to revolutionize human-computer interaction by enabling more immersive experiences, improving accessibility, and expanding the possibilities of creative expression. This abstract highlight the concept of air handwriting and its potential impact on the future of technology and human-machine interfaces. The problem of Hand Motion Text Entry System arises from the need to create a more efficient and intuitive method of inputting text and commands into electronic devices, particularly in scenarios where traditional input methods such as keyboards or touchscreens are not feasible or convenient.},
        keywords = {Data Collection Module, CNN Model Architecture Module, Training and Validation Module, Gesture Recognition Module, User Interface Module.},
        month = {},
        }