Journal Of Artificial Intelligence And Software Engineering
Vol 5, No 2 (2025): Juni On-Progress

Webcam-Based Finger Detection Using Mediapipe

Rudi, Fachri Yanuar (Unknown)
Syahputra, Guntur (Unknown)
Erdiansyah, Umri (Unknown)
Safar, Ilham (Unknown)
Indrawati, Indrawati (Unknown)



Article Info

Publish Date
20 Jun 2025

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.

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Journal Info

Abbrev

JAISE

Publisher

Subject

Computer Science & IT

Description

Artificial Intelligence Natural Language Processing Computer Vision Robotics and Navigation Systems Decision Support System Implementation of Algorithms Expert System Data Mining Enterprise Architecture Design & Management Software & Networking Engineering ...