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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) International Journal of Renewable Energy Development Techno.Com: Jurnal Teknologi Informasi Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Jurnal Edukasi dan Penelitian Informatika (JEPIN) Seminar Nasional Informatika (SEMNASIF) EMITTER International Journal of Engineering Technology Indonesian Journal on Computing (Indo-JC) IJoICT (International Journal on Information and Communication Technology) Proceeding of the Electrical Engineering Computer Science and Informatics Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control KACANEGARA Jurnal Pengabdian pada Masyarakat Krea-TIF: Jurnal Teknik Informatika Building of Informatics, Technology and Science eProceedings of Engineering Jurnal INFOTEL International Journal of Renewable Energy Development
Andrian Rakhmatsyah
Universitas Telkom
Chemistry Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Library & Information Science

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Journal : Building of Informatics, Technology and Science

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Sign Language Translator Based on Raspberry Pi Camera Using The Haar Cascade Classifier Method Aji, Gempur Bayu; Yulianto, Fazmah Arif; Rakhmatsyah, Andrian
Building of Informatics, Technology and Science (BITS) Vol 4 No 4 (2023): March 2023
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v4i4.2990

Abstract

Sign language is the main tool of communication for people with hearing impairments. Communication is very limited and difficult to understand between normal people who do not know sign language, so an interpreter is needed. Where not everyone, even a few normal people, learns sign language, especially the Indonesian Sign Language System (SIBI). Motion Detection is an important subject in the field of computer vision, which is used by many systems. Today's Internet of Things is very helpful and facilitates daily human activities. An internet network allows a device to be controlled from a considerable distance. This study described a sign language translator tool for the deaf and speech impaired using a raspberry-pi camera and displayed it on the other device monitor. This system was built using the Python programming language and the OpenCV Library. The system is using Haar Cascade Classifier algorithm, where there will be data on all hand shapes based on the letters to be translated. This application uses the OpenCV library and Visual Studio Code IDE software connected to the Raspberry Pi Camera. The publisher will send data to other devices using the MQTT Broker to connect and display detection results to other device monitors wirelessly using a local network. The research was conducted at various distances between the hand and the webcam, from 30cm to 150cm. The research results using the Haar Cascade Classifier method to detect sign language obtained an accuracy of 82%.
Co-Authors Abdillah, Hilal Nabil Abyan Arief Fernandez Agus Eko Minarno Aji Gautama Putrada Aji, Gempur Bayu Alfarezi, Muhammad Alifudin, Ridhwan Anbiya, Dhika Rizki Arief Anshori Ariq Musyaffa Ramadhani AULIA ARIF WARDANA Bagus Yoga Permana Putra Bayu Erfianto Catur Wirawan Wijiutomo Danaswara Prawira Harja Dea Gannyaldi W. Dhoni Satriyo Prayogo Endro Ariyanto Faiz Syukri Farisah Adilia Fauzan Ramadhan Sudarmawan Fazmah Arif Y, Fazmah Fazmah Arif Yulianto Fernandez, Abyan Arief Gentur Cipto Tri Atmaja Hamman Aryo Bimmo Hilal Hudan Nuha Irma Yunita Masturi Kinkin Agustriana Luthfi Kusuma M. Deta Gian Faiz Maman Abdurohman Marnisa Ramdani Mazaya Zata Dini Mazaya Zata Diny Misioner Eman T. B. Mohammad Gilang Al Faritsy Muhammad Adna Pradana Muhammad Arief Nugroho Muhammad Syahrial Rukmana Novian Anggis Suwastika Pahlevi , Rizka Reza Pradana, Muhammad Adna Prihatni, Delita R. Ismoyojati R. Ismoyojati Rahmat Yasirandi Ridhwan Alifudin Sidik Prabowo Thirafi Wian Anugrah Vera Suryani Wanda Firdaus Yan Detha Shandy Vandapperen Yuda Prasetia