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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

Image Processing and Object Detection in the Indonesian Sign System (SIBI) for Hearing-Impaired Communication Faroek, Dewi Astria; Yusuf, Muhammad; Haris, Haris
Journal of Applied Informatics and Computing Vol. 10 No. 1 (2026): February 2026
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v10i1.11395

Abstract

Communication is a fundamental human need, yet individuals with hearing impairments continue to face barriers due to limited access to sign language translation technologies. In Indonesia, the adoption of such technologies remains low, particularly in regions such as Sorong, Southwest Papua, creating a communication gap between the Deaf community and the general public. This study develops a web-based detection system for 36 classes of the Indonesian Sign System (SIBI) using the YOLOv5 algorithm. The dataset consists of 5,682 images of SIBI hand poses with variations in lighting and background, divided into 4,970 training images (87%), 376 validation images (7%), and 335 test images (6%). All data were processed through labeling, preprocessing, augmentation, balancing, and model training. The training was conducted for 150 epochs, and the evaluation results show that YOLOv5 is capable of detecting SIBI signs with significant accuracy. Performance evaluation using a confusion matrix achieved a detection accuracy of 95%, supported by stable precision and recall values and real-time inference performance on common web browsers. Usability testing with 20 respondents indicated satisfaction levels above 72.8%, demonstrating that the system is practical and easy to use. This research presents a validated real-time, web-based SIBI detection system that supports inclusive computer vision applications and enhances accessibility in public services such as education, healthcare, and administrative environments.
Co-Authors -, Nasrullah - A.A. Ketut Agung Cahyawan W Abdul Kadir Abdul Mannan Abdullah Abdullah Abidin, Muh Rais Abidin, Muhammad Rais Abubakar, Rahmah Achmad Fitrian Ade Usra Berli Adriansyah Adriansyah Afriyani, Sicilia Aggrivina Dwiharzandis Agusinta, Lira Al Fatih, Sholahuddin Albatuul, Fatimah Aldhila Gusta H. Y. Alfian, Rafli Almeyda, Resky Amalul, Muhammad Arib Musba Amanda, Nabila Tri Amda, Misdar Amdah, Misdar Andrew Andrew, Andrew Andryanto Anggy, Anggy Anjelia Putri Aprianto, Vito Rimbo Aprillia, Novi Arfandi Maru Arifian, Naf'an Arsyanda Arwizet Arwizet, Arwizet Ayutia, Yola BAKHRANI RAUF Basuki Wibawa Candra Mayana, Hendri Cuandra, Fendy Desmarita Leni Dewi Astria Faroek Dian Artanti Arubusman, Dian Artanti Dian Eka Ratnawati Edo Arribe, Edo Efiandi, Nota Elisabeth Serlina Elensia Bupu Fajar, Fajar Rahardika Bahari Putra Fardinah, Fardinah feby Figo, Figo Firmansyah Firmansyah Fitriani Fitriani Flowerensia, Dionna Habibie, Fajar Hamdani, Rifki Hamdani, Rifqi Hariati, Sri Hasanah, Nabela Nurul Helga Yermadona Hermanto, Bagus Hidayat M., Wahyu Hikmah Hikmah Husna, Rifdatul Ilham Arif Budiman Ilham, M. Iman, Muhammad Khairul Indrawan, Rully Irwan Irwan Jeddah Yanti Julhana, Julhana Juliater Simamarta Kaligis, Ervina Kelly Kesuma, Dytchia Septi Khalikussabir, Khalikussabir Khumaedah, Nur Lesse, Johan M. Ilham Madona, Putri Maharani, Delby Mahdiyah Mahdiyah, Mahdiyah Maimuzar Maimuzar Malinda Hasian Mannan, Abdul Mar'ah, Zakiyah Marlina Marlina Marthin, Ricko Midsar A. Muchlisinalahuddin Muh, Dwi Jarwanto Muh. Rais Abidin Muhammad Afif Muhammad Ammar Naufal Muhammad Ansarullah S. Tabbu Muhammad Arief Akbar Muhammad Ikhsan Muhammad Jundullah MUHAMMAD MANSUR Muhammad Nur Muhammad Ridha Darwis Muhammad Rizki Setyawan Muhammad Yusuf Mukhlis Mukhlis Mulianti Musawira, Musawira Mustainah Mappatoba mutiara mutiara Muzakkir Pangri Nadira, Ulfa Nasiah Badwi Nasirwan Nasirwan Nasrul Nasrul Nawawi Natsir Negoro, Dimas Angga Nota Effiandi Nova, Gitta Destalya Adrian Novadilastri, Novadilastri Novalia, Lara Nur Asia, Nur Nur Azizah Nur Rezky Ramadhan Nur, Asrul Ibrahim Nur, Medar M Nurdin Nurfadilah Nurfadilah Nurfatsyah Zein, Khumaedi Nurhaeni, Tuti NURUL HIDAYAH Nurul Ilmi Rasjusti Nurviana, Siti Nusyirwan Nusyirwan Octora, Theresye Yoanyta Oktaviani, Tata Tiara Olfebri Ozali, Imam Pancarani, Aliffa Mutia Paputungangan, Anto Permata, Andre Po Abas Sunarya Porbowati, Arum Pramudikta, Sandya Prasidi, Abi Pratiwi, Andi Citra Purba, Okin Ringan Purwoko, Harry Putri, Cindy Wijaya Putri, Fildzah Rudyah Putri, Sy. Riska Arjianti Qadrini, Laila Qaiyimah, Dinil Rahma Musyawarah, Rahma Rahman, Ahmad Ardillah Rahmat Hafiz Rahmi, Nurfitri Ramadhan, Nur Resky Ramli Umar Rifaldi.R, Rifaldi.R Rivanol Chadry Riza Lestari Rizki, M. Rosmini M. Rosmini Maru Rusdi Rusdi Ruzita Sumiati Salehati, Nurun Ala Salim, Iksan Agus Salmon Ginting Salsabila, Rughaya Salsabilah, Nadia Santi, Nyadina Eka Saputra, Feri Sartika, Retno Wulan Seno, Abdi Sholahuddin Al-Fatih Sicilia Afriyani Sir Anderson Siti Fatimah Nurhayati Slamet Widodo Sondakh, Nixon Sukri Nyompa Sulfiati, Sulfiati Sulsia Ista'in Ningtyas, Novarina Suriaman Suriaman Suryana, Endang Syafruddin Side Syamsidah, Syamsidah Syamsunardi Syamsunardi, Syamsunardi Tahir, Suratnan Ula Saswini, Andi Ade Usra Berli , Ade Verdian, Riza Wahyu Hidayat Wahyudi Rahmat Wisnu Wardhana Yani, Zulfitri Yanti, Nurul Castri Yuhefizar Yuhefizar Yuli Yetri Zai, Immanuel Zengga Zengga Zulfa Fitri Ikatrinasari