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ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:10.55041/IJSREM44540

GestureFlow: Advanced Hand Gesture Control System

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10.55041/IJSREM44540

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10.55041/IJSREM44540

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

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Authors

YN

Y. Naveen

CNS

Ch. Navya Sree

SNS

S. Navya Sri

VN

V. Navaneeth

KNS

K. Navya Sri

PJK

Prof. Jagriti Kumari

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Abstract

– Our project “GestureFlow: Advanced Hand Gesture Control System” leverages real-time computer vision and deep learning techniques to create a robust, touchless control interface using hand gestures. The system utilizes MediaPipe Hands for efficient hand landmark detection and processes dynamic hand movements and finger configurations to identify a wide range of intuitive gestures such as swipes, pinches, and specific finger patterns. These gestures are mapped to actions like mouse control, clicks, volume adjustment, media playback, screenshot capture, window management, and many more. The system includes smoothed cursor tracking, velocity-based gesture recognition, and responsive command execution to ensure real-time performance. It also offers dynamic visual feedback and adaptive handling of gesture timing to improve precision and usability. Overall, the project presents an accessible, multi-functional human-computer interaction framework aimed at enhancing hands-free control and reducing reliance on traditional input devices in everyday computing environments.

KEYWORDS

Hand Gesture Recognition Human-Computer Interaction Computer Vision Deep Learning MediaPipe Real-Time Control Touchless Interface Gesture Classification Cursor Navigation Accessibility Adaptive Gestures Visual Feedback.

Cite This Article

Y. Naveen, Ch. Navya Sree, S. Navya Sri, V. Navaneeth, K. Navya Sri, Prof. Jagriti Kumari, "GestureFlow: Advanced Hand Gesture Control System," International Journal of Scientific Research in Engineering and Management, Apr 2025. https://doi.org/10.55041/IJSREM44540

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Publication Date

4/14/2025

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Double-Blind Peer Review

Review Rounds: 2

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The authors declare no conflict of interest related to this research work.

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