Open AccessFREE GUY- A Hand Gesture Game Based on ML
Author(s) -
Atharva Warghane,
Rohit Khawse,
Lavanya Shinde,
Kriti Deep Singh,
Mohini Mokadam,
Shailesh Kurzadkar
Publication year - 2022
Publication title -
international journal of computer science and mobile computing
Language(s) - English
Resource type - Journals
ISSN - 2320-088X
DOI - 10.47760/ijcsmc.2022.v11i02.003
Subject(s) - naturalness , gesture , computer science , human–computer interaction , bottleneck , gesture recognition , field (mathematics) , computer game , multimedia , video game , artificial intelligence , physics , mathematics , quantum mechanics , pure mathematics , embedded system
Human Computer Interaction techniques became a bottleneck within the effective utilization of the obtainable info flow. The development of user interfaces affects changes in the Human Computer Interaction (HCI). The naturalness and intuitiveness of the hand gesture has been a major motivating factor for researchers in the HCI field to invest their efforts in researching and developing the most promising means of Human-Computer Interaction. This paper will let you know about the creation of hand gesture recognition program and implementation of its techniques in the computer game by controlling the movements of character introduced. The machine learning part is accomplished by the libraries like Tensorflow and OpenCV for setting up the detection, recognition and image processing techniques.