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All Journal Building of Informatics, Technology and Science Jurnal Pengabdian West Science
Rohmat, Satria Rizki
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Humanities Computer Science & IT Decision Sciences, Operations Research & Management Education Public Health Social Sciences

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Sistem Identifikasi Cerdas: Integrasi IOT dengan YOLOv8 Untuk Identifikasi Visual Kerusakan Dinding Bangunan Kamdan, Kamdan; Somantri, Somantri; Rohmat, Satria Rizki; Gumelar, Agung; Kharisma, Ivana Lucia
Building of Informatics, Technology and Science (BITS) Vol 7 No 2 (2025): September 2025
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v7i2.7882

Abstract

Damage to non-structural building elements, particularly walls, can serve as an early indicator of more serious structural issues. Manual crack identification is often time-consuming, subjective, and lacks consistency. This study develops an automated identification system based on computer vision using the YOLOv8 architecture, integrated with Internet of Things (IoT) technology through the ESP32-CAM device. The system is designed to visually detect and classify wall damage into light, moderate, or severe categories based on field-captured images. The model was trained and evaluated using the confusion matrix metric to assess its classification performance. The test results show that the system achieved a solid performance with an mAP@50 score of 0.822 and a stricter mAP@50-95 score of 0.522, indicating the system’s strong capability in detecting damage objects with a good level of precision. The implementation of this system is expected to support building inspection processes in a more standardized, objective, and sustainable manner, and assist in decision-making regarding building maintenance and repair.
Meningkatkan Literasi dan Minat Belajar serta Membangun Kesadaran Lingkungan Pelajar di Desa Pasirbaru Kecamatan Cisolok Kabupaten Sukabumi Suherlan, Dimas; Putra, Fikri Haimal; Nisa, Gina Sahadatun; Sanulqi, Ihsan; Awwalullah, M. Shaffan; Rizaldi, Marini Putri; Munawar, Muhammad Rasyid Khair; Rizal, Nanda; Dwiansyah, Rafli; Kirana, Rosi Roro; Rohmat, Satria Rizki; Putri Ishak, Shakila Qataria; Bariqoh, Sirrie; Nurhalimah, Siti; Hia, Siti Sadarwarni; Sumarni, Sumarni; Nopiyanti, Winda; Hia, Yarman; Pauzi, Yoviar; Yuriska, Yuriska; Riany, Meutia; Hatmoko, Zulvan Dwi; K Fadhilah, Nurhidayah; Rosyidah, Dania Meida
Jurnal Pengabdian West Science Vol 3 No 05 (2024): Jurnal Pengabdian West Science
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/jpws.v3i05.1214

Abstract

Kegiatan pengabdian kepada masyarakat yang dilakukan oleh kelompok Kuliah Kerja Nyata (KKN) Desa Pasirbaru Universitas Nusa Putra yang dilaksanakan pada tanggal 19 Februari – 18 Maret 2024, bertempat di Desa Pasirbaru Kecamatan Cisolok Kabupaten Sukabumi telah berkontribusi bagi masyarakat, khususnya pelajar di Desa Pasirbaru. Antusiasme yang tinggi dan sikap kooperatif dari masyarakat sangat membantu keberlangsungan kegiatan KKN. Program kerja pendidikan yang digarap tidak jauh berbeda dari tema yang diangkat yakni meningkatkan literasi dan minat belajar serta membangun kesadaran lingungan melalui Kegiatan Belajar Mengajar (KBM), Lapak Baca, mengaji, pelatihan Microsoft Excel, sosialisasi kebersihan, Seminar Pendidikan, hingga kegiatan kepramukaan. Selain itu, kelompok KKN Desa Pasirbaru juga menyelenggarakan kompetisi keagamaan bagi anak-anak di Desa Pasirbaru sebagai salah satu kegiatan dalam rangkaian Gebyar Ramadan.
Co-Authors Agung Gumelar Awwalullah, M. Shaffan Bariqoh, Sirrie Dwiansyah, Rafli Hatmoko, Zulvan Dwi Hia, Siti Sadarwarni Hia, Yarman K Fadhilah, Nurhidayah Kamdan Kharisma, Ivana Lucia Kirana, Rosi Roro Munawar, Muhammad Rasyid Khair Nisa, Gina Sahadatun Nopiyanti, Winda Pauzi, Yoviar Putra, Fikri Haimal Putri Ishak, Shakila Qataria Riany, Meutia Rizal, Nanda Rizaldi, Marini Putri Rosyidah, Dania Meida Sanulqi, Ihsan Siti Nurhalimah Somantri, Somantri Suherlan, Dimas Sumarni Sumarni Yuriska, Yuriska