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All Journal JURNAL PENDIDIKAN TAMBUSAI Jurnal Mekanova : Mekanikal, Inovasi dan Teknologi Jurnal Vokasi INFOKUM Journal Of Artificial Intelligence And Software Engineering eProceeding of TIK
Guntur Syahputra, Guntur
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Aerospace Engineering Automotive Engineering Computer Science & IT Economics, Econometrics & Finance Education Engineering Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences

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Journal : Journal Of Artificial Intelligence And Software Engineering

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Webcam-Based Finger Detection Using Mediapipe Rudi, Fachri Yanuar; Syahputra, Guntur; Erdiansyah, Umri; Safar, Ilham; Indrawati, Indrawati
Journal of Artificial Intelligence and Software Engineering Vol 5, No 2 (2025): Juni On-Progress
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i2.6996

Abstract

The development of multimedia-based learning tools continues to advance alongside technological innovations, particularly in recognizing parts of the human body such as fingers. This study aims to develop an interactive learning application for identifying the names of fingers using motion capture technology through Mediapipe and the Python programming language. The application utilizes a webcam as the input device to detect hand positions and movements in real-time. The system is designed to recognize individual fingers by comparing the length of finger segments and the width of the palm, based on hand landmark data provided by the Mediapipe Hands module. Testing results show that the application achieved a 90% success rate across 50 trials. These results indicate that Mediapipe technology holds significant potential for use in the development of interactive and educational learning media.
Co-Authors Abdi, Mustainul Amri Anwar Anwar Aswandi Aswandi, Aswandi Atthariq, Atthariq bin Amirudin, Iphonsyah Erdiansyah, Umri Fajrirrahman, Faiz Aiman Ferdian, Aldi Hadinata, Mizwar Hidayat, Hari Toha Ilham Safar Indrawati Indrawati Indrawati Mahdi Muhammad Nasir Muhammad Riska Mursyidah Mursyidah Nofirda, Fitri Ayu Ramadhana, Muhammad Afrinza Ramadhani, Sulistia Rudi F, Fachri Yanuar RUDI, FACHRI YANUAR Sinaga, Maula Zikri Teuku Zulfadli Wulandari, Cindy Yanuar, Fachri