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Journal : kharisma tech

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 Abil Mansyur, Abil Ade Amelia, Tasya Adhi Guna, Ekin Adidtya Perdana, Adidtya Agus Harjoko Ahmad Andi Solahuddin Ahmad Andi Solahuddin Ahmad Hidayat Ajizah Siregar Aldiva Wibowo Alfarizi Wijaya Alfattah Atalarais Amelia Br Siregar, Ririn Amelia Vega S. Meliala, Ruth Ami . Riana Andani D N Andika Maulana, Sandy Angel Tumanggor, Asri Angginy Akhirunisa Siregar Ani Sutiani Annisa Aulia Apiek Gandamana Arion Pardede Arnita Arnita Arnita Arnita Asrin Lubis Augis Dinanti Azril Arfansyah Batubara, Saatira Hilma Bornok Sinaga BORNOK SINAGA Budi Akbar, Muhammad Calvin Sahputra Buulolo citra Claudia Agatha Br. Tarigan Daniel Pandiangan Daulay, Leni Karmila Davina, Sherly Dedy Husrizal Syah, Dedy Husrizal Dedy Kiswanto Defiyanti, Aqilah Delvin Ibo, Martince Deo Demonta Panggabean Deo Demonta Panggabean Dhea Putri Adriani Dina Aulia Luthfiah Dinda Syafitri Drilanang, Mhd Ilyasyah Dwi Nina Putri Anakampun Dwi Zahra Putri, Raisya E. Elvis Napitupulu E. Elvis Napitupulu, E. Elvis Edi Syahputra Edward Perdana Sinaga Elisabet Butarbutar, Lastri Erika Nia Devina Br Purba Fanny Rahmadani Farmawaty Tambunan, Vivielda Fauzi, KMS. Amin Fransiska Sihombing, Esra Frengki Alfredo Matondang Hafiz, Alvin Harefa, Meilinda Suriani Hasratuddin Siregar Hidayatul Arifin, Muhammad Husna Batubara, Shabrina Ihsan Zulfahmi Ika Purnama Sari Imelda, Yusmita Impana Manik, Kristin Indriani.S, Dechy Deswita Insan Taufik Irhamna Irhamna Irmaya, Nia Irya Shakila Syukron, Ananda Iwan Jepri Izwita Dewi Jonathan Rio Gultom Kana Saputra S Karimuddin Hakim Hasibuan Kayla Amelia Putri Khairany Zuhriyyah Jinan Hsb Khairida Octavia Ramadhani Khairun Nadiah Kms. Amin Fauzi Lasker Pangarapan Sinaga Lazuardi Harahap, Muhammad Luthfiah, Dina Aulia M. Ari Maulana M. Revano Ananda Lubis Mahyuni Mahyuni Manurung, Jeremia Martina Restuati Maulana, Raihan Maya Oktora MHD. Reza M.I. Pulungan Mia Yolanda Siregar Mochammad Gani Alfa Alkhoiri Siregar Moondra Zubir Muhammad Febrilian Zulrahman Muhammad Iqbal Fahrezzi Muhammad Raihansyah Lubis Lubis Muhammad Rizki Andrian Fitra Mukti Hamjah Harahap Mukti Hamjah Harahap, Mukti Hamjah Nafil Rizq Trianto Nasution, Dinda Indriani Neysa Talitha Jehian Nico Pasaribu, Michael Niska, Debi Yandra Nova Yanti Panjaitan Nur Wahyuni Nurmala Berutu Nurul Azmi Nurul Maulida Surbakti Oktavia, Grace Palendeo Sitepu, Kalpin Pane, M Iqbal Anata Pane, Yeremia Yosefan Panggabean, Suvriadi Panjaitan, Clara Kresensia Panjaitan, Nova Yanti Paskal Arienda Epindonta Ginting Ginting Permata Putri Pasaribu, Yohanna Prana Walidin, Adamsyach Purba, Boy Hendrawan Purba, Desni Paramitha Putri Mayang Sari Putri Mayang Sari Siregar R Givent A Simanjorang Raja Ansel Hartama Sihombing Sihombing Ramadhan Manik, Albert Ramadhani, Fanny Rambe, Imelda Wardani Rangkuti, Muhammad Aswin Riana, Ami Richi, Alfina Ridho Affandi Riski Immanuel Situmorang Sahara Lani Lestari Said . Iskandar SANTI MARIA SIMARMATA Santi Maria Simarmata Sembiring, Rinawati Shaqila Rahmayani Gultom Sinaga, Elya Juni Arta Siregar, Putri Mayang Sari Siti Nabila Panjaitan Solahudin, Ahmad Andi Sri Dewi Sriadhi Sriadhi, Sriadhi Steven Imanuel Naibaho Sukma, Ayman Human Suleho, Febrina Suvriadi Panggabean Syamsah Fitri Syarief Afifi Sumantri Syawal Gultom Sybil Auzi Syti Salwaa Nafiisah Syuhada Simbolon Thania Dealva Arsyad Tri Bowo Atmojo Triwanti Andini Hutasoit Veryawan, Veryawan Waliyul M Siregar Warjaya, Angga winsyahputra Ritonga Winsyahputra Ritonga Yazid Noor, Muhammad Yulita Molliq Rangkuti Zul Amry Zulfahrizan, Atta