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All Journal JASIEK (Jurnal Aplikasi Sains, Informasi, Elektronika dan Komputer) Kharisma Tech An-Nashiha: Journal of Broadcasting and Islamic Comunication Studies Jurnal Ilmiah Betrik : Besemah Teknologi Informasi dan Komputer
Azril Arfansyah
Universitas Negeri Medan
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Mathematics Social Sciences

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Journal : kharisma tech

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Web-Based Real-Time Object Detection System with Audio Output for the Visually Impaired Muhammad Iqbal Fahrezzi; Azril Arfansyah; Augis Dinanti; Khairany Zuhriyyah Jinan Hsb; Hermawan Syahputra
KHARISMA Tech Vol 21 No 2 (2026): KHARISMATech Journal
Publisher : STMIK KHARISMA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55645/kharismatech.v21i2.702

Abstract

Limited access to visual information is a major problem faced by visually impaired individuals, making it difficult to recognize surrounding objects and identify currency denominations independently. This issue highlights the need for a system capable of presenting visual information in a more accessible form. Therefore, this study aimed to develop a real-time object detection system based on a web platform with audio output to improve accessibility. The method included requirement analysis, system design, implementation using digital image processing and deep learning techniques, and system testing. The model applied a detection confidence threshold of ≥ 70% and achieved recognition accuracy of ≥ 85% under normal conditions. The system was also integrated with text-to-speech technology to deliver detection results in audio form. The results indicated that the system operated effectively in real-time with good responsiveness through a web browser without requiring additional installation. Therefore, the developed system proved capable of enhancing accessibility and supporting the independence of visually impaired users.
Co-Authors Arion Pardede Augis Dinanti Dedy Kiswanto Hermawan Syahputra Khairany Zuhriyyah Jinan Hsb Muhammad Iqbal Fahrezzi Nafil Rizq Trianto Niska, Debi Yandra Ridho Affandi Shaqila Rahmayani Gultom Syti Salwaa Nafiisah Umar Mukhtar Siregar