Drawing virtual sketch using hand gesture detection basedon machine learning

Hand Gesture is a form of nonverbal interaction communication and can be used for various applications, communication between deaf-mute people, human-computer interface (HCI), robot control. The COVID-19 pandemic has made it extremely difficult to instruct kids online while keeping the class engagin...

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Bibliographic Details
Main Authors: Singh, Shivangi, Tandon, Tushar Swarup, Sivakumar, B.
Format: Conference Proceeding
Language:English
Subjects:
Extreme values
Gesture recognition
Human-computer interface
Machine learning
Robot control
Online Access:Get full text
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Summary:Hand Gesture is a form of nonverbal interaction communication and can be used for various applications, communication between deaf-mute people, human-computer interface (HCI), robot control. The COVID-19 pandemic has made it extremely difficult to instruct kids online while keeping the class engaging. Children needed a classroom that was free of dust as a result. This research paper shows a special sketch application that recognizes hand motions and keeps track of hand joints. This programme employs hand gestures to provide users with a natural way to interact with computers (HCI). Because the drawing is done in the air, the paint application becomes virtual. The UI is used to create the virtual paint screen. The webcam is utilized to extract the hand gestures and achieve fast and stable gesture recognition in real time.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0217142