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Title: :  Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.
PaperId: :  19380
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19380
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
KAVITHA RBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Janasruthi S UBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Lokitha SBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Tharani GBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM

Abstract

Computer Science and Engineering
Computer vision, hand gesture recognition, Media-pipe, virtual mouse.
The use of hand gesture recognition in controlling virtual devices has become popular due to the advancement of artificial intelligence technology. A hand gesture-controlled virtual mouse system that utilizes AI algorithms to recognize hand gestures and translate them into mouse movements is proposed in this paper. The system is designed to provide an alternative interface for people who have difficulty using a traditional mouse or keyboard. The proposed system uses a camera to capture images of the user’s hand, which are processed by an AI algorithm to recognize the gestures being made. The system is trained using a dataset of hand gestures to recognize different gestures. Once the gesture is recognized, it is translated into a corresponding mouse movement, which is then executed on the virtual screen. The system is designed to be scalable and adaptable to different types of environments and devices. All the input operations can be virtually controlled by using dynamic/static hand gestures along with a voice assistant. In our work we make use of ML and Computer Vision algorithms to recognize hand gestures and voice commands, which works without any additional hardware requirements. The model is implemented using CNN and mediapipe framework. This system has potential applications like enabling hand-free operation of devices in hazardous environments and providing an alternative interface for hardware mouse. Overall, the hand gesture-controlled virtual mouse system offers a promising approach to enhance user experience and improve accessibility through human-computer interaction. Keyword: Computer vision, hand gesture recognition, Media-pipe, virtual mouse.

Citations

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IJARIIE KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence." International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 307-320
MLA KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 307-320.
APA KAVITHA R, Janasruthi S U, Lokitha S, & Tharani G. (2023). Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 307-320.
Chicago KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 307-320.
Oxford KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. 'Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 307-320. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf (Accessed : ).
Harvard KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. (2023) 'Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 307-320IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf (Accessed : )
IEEE KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G, "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 307-320, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf [Accessed : ].
Turabian KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 307-320. Available from: http://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf
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