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All Journal Dimas: Jurnal Pemikiran Agama untuk Pemberdayaan REKAYASA Jurnal Teknik Mesin Teosofia: Indonesian Journal of Islamic Mysticism DIKTUM: Jurnal Syariah dan Hukum JEEMECS (Journal of Electrical Engineering, Mechatronic and Computer Science) Elektrika CYCLOTRON Multitek Indonesia : Jurnal Ilmiah Jurnal Teknik Elektro dan Komputer TRIAC Energy : Jurnal Ilmiah Ilmu-Ilmu Teknik Madinah: Jurnal Studi Islam Applied Technology and Computing Science Journal Jambura Journal of Electrical and Electronics Engineering Proceedings of Annual Conference for Muslim Scholars Journal of Borneo Holistic Health INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) JTEIN: Jurnal Teknik Elektro Indonesia JASEE Journal of Application and Science on Electrical Engineering JTECS : Jurnal Sistem Telekomunikasi Elektronika Sistem Kontrol Power Sistem dan Komputer Jurnal Fortech SinarFe7 Keris: Journal of Community Engagement JOURNAL OF MEDICAL RECORDS AND HELATH INFORMATION Al-Muzdahir: Jurnal Ekonomi Syariah Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Jurnal Penelitian dan Pengabdian Masyarakat Multidisciplinary Journal of Education, Economic and Culture Miftah Journal of Islamic Education Sains Data Jurnal Studi Matematika dan Teknologi E-Amal: Jurnal Pengabdian Kepada Masyarakat Health Access Journal Signal and Image Processing Letters Jurnal FORTECH Rahmah Annusfy
Miftachul Ulum, Miftachul
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Journal : Applied Technology and Computing Science Journal

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Identification Types of Plastic Waste Based On The Yolo Method Saputro, Adi Kurniawan; Ulum, Miftachul; Khabibiy, Odiy Syahnurrokhim; Ibadillah, Achmad Fiqi; Alfita, Riza; Hardiwansyah, Muttaqin
TEKNOLOGI DITERAPKAN DAN JURNAL SAINS KOMPUTER Vol 7 No 1 (2024): June
Publisher : Universitas Nahdlatul Ulama Surabaya

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Abstract

Plastic is still widely used in the daily lives of Indonesian people. As well as being an inexpensive material, plastic is characterized by weather, lightweight and corrosion resistance. In Indonesia, awareness of waste is still very low, resulting in the indiscriminate accumulation of garbage. Some people don't know the material from the type of plastic used These issues can be solved by using artificial intelligence advancements, such as computer vision.The yolov3 Tiny method was used to identify the type of plastic. The types of plastic used in this study were PET, PP, and HDPE. This method is implemented in a desktop-based application. The system is successful with an average accuracy value of 53.3%. The system easily recognizes the PET type, with an accuracy rating 70% greater than the other varieties. Whereas for the PP type, the result is 60% and for the HDPE type, it gets a value of 30%. For researchers, in turn, it may add a greater number of data slices and vary to be even more accurate in their identification.
Co-Authors Achmad Fiqhi Ibadillah Adi Kurniawan Saputro Affandi, Eko Kholid Afira Ainur Rosidah Agustino, M. Rizky Aji Wibisono, Kunto Al Maghfuri, Rahmah Salsabila Aminah , Siti Andi Pratama, Febrian Andini, Tarrisma Delvy Aqiel Muhammad, Dlobith Cakra Buana, Arya Sula Choirony, Iklil Vurqon Damayanti, Vivi Dewi Rachmawati Dian Neipa Purnamasari Diana Rahmawati Dikhyak Falakhul Akmal, M. Dwiky Ariyanto, Kemas Efendi, Akhmad Erari, Yosua Erly Juliyani Evita, Clarisna Fahmi, Monika Faswia Faswia Fahmi, Monika Febriana, Iftitah Fi Jaisyi, Muhammad Fiqhi Ibadillah , Achmad Firly Abdillah, Fauzan Hardiansyah, Muttaqin Hardiwansyah, Muttaqin Hariyanto, Mohammad Slamed Haryanto - Haryanto Haryanto Hasanah, Faidatul Hidayatul Nurohmah, Hidayatul Hidayatulloh, Mohammad Husniyah, Faridatul Ibadillah, Achmad Fiqi ilyasa, yois Balian Iyabu, Sissy Rahmatia Khabibiy, Odiy Syahnurrokhim Khoirun Nisa Koko Joni Kuriawan S, Adi Kurniawan Saputro, Adi Kustina, Fariha Laksono, Deni Tri Latiana, Eka Lukman Hakim Machrus Ali Machrus Ali Maghfuri, Rahmah Salsabila Al Maknunah, Lu'lu'ul Mentari, Ajeng Ayu Mirza Pramudia MS, Achmad Ubaidillah Muhammad , Dian Purnomo Mun'im , Abdul Mun'im, Abdul Mun’im, Abdul Mun`im, Abdul Mun’im, Abdul Musthofa, R. Zainul Muzajjad, Ach. Ogik Saputra, Khoirul Patressiya, Lita Riza Alfita Roziqin, Mohamad Fatkhan Sholeh Abdullah, Wahyu Sholihuddin, Sholihuddin Sri Winarni Sukri, Hanifudin Tri Laksono, Deni Ubaidillah, Achmad Vivin Nahari, Rosida Zawawi , Abdullah Zawawi, Abdullah