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All Journal TEKNIK Jurnal Jurusan Pendidikan Teknik Elektro Prosiding Seminas Competitive Advantage Nusanatara of Engineering REKAYASA ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika JOURNAL OF APPLIED INFORMATICS AND COMPUTING Elektrika Multitek Indonesia : Jurnal Ilmiah Jurnal Teknik Elektro dan Komputer TRIAC Energy : Jurnal Ilmiah Ilmu-Ilmu Teknik JEECAE (Journal of Electrical, Electronics, Control, and Automotive Engineering) Applied Technology and Computing Science Journal JE-Unisla Jurnal Teknik Elektro dan Komputasi (ELKOM) Masyarakat Berdaya dan Inovasi International Journal of Science, Engineering and Information Technology J-Eltrik Informatics, Electrical and Electronics Engineering ALINIER: Journal of Artificial Intelligence & Applications Jurnal Fortech SinarFe7 SCIENCE ELECTRO Nusantara of Engineering (NOE) Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) Journal of Telecommunication and Electrical Scientific Jurnal FORTECH
Riza Alfita
Universitas Trunojoyo Madura
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Nursing Physics Social Sciences Transportation Other

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Journal : Applied Technology and Computing Science Journal

 1 
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 - Haryanto Abdul Rozaq Achmad Fiqhi Ibadillah Achmad Jauhari, Achmad Achmad Ubaidillah Achmad Ubaidillah MS Adi Kurniawan Saputro Adi Kurniawan Saputro Aery Rachmad, Aery Aji Wibisono, Kunto Aji, Kunto Andi Pratama, Febrian Arda Surya Editya Ardiansyah, Yul Aris Jujur Prasetyo Choirony, Iklil Vurqon Choirudin, Muhamat Darmawan, Fajar Dwika Dedy Prasetyo Deni Tri Laksono Diana Rahmawati Diana Rahmawati Diana Rahmawati Diana RahmawatiT, Dikhyak Falakhul Akmal, M. Dina Zurayda Erari, Yosua Evita, Clarisna Farid Amir Marzelly Faswia Fahmi, Monika Felix Konstantin Niel Basori Fiqhi Ibadillah , Achmad Fiqhi Ibadillah, Ahmad Firly Abdillah, Fauzan Firman Mardiansyah Giri, Joseph Robert Hafid Wihangga Hairul Anam Hardiwansyah, Muttaqin Harianto Hariyanto, Mohammad Slamed Harnyoto, Harnyoto HARYANTO Haryanto Haryanto - Haryanto Haryanto Haryanto, Haryanto Heri setiawan Hidayah, Muhammad Nurul Hidayatulloh, Mohammad Hujjatur Rofiq Husniyah, Faridatul Ibadillah, Achmad Fiqi Indra Dwi Setiawan Ivan Dwi Cahyo Jaka Tryangga K Kartika Kartika Khabibiy, Odiy Syahnurrokhim Khotibul Umam Koko Joni Kunto Aji Kunto Aji Wibisono Kunto Aji Wibisono Kunto Aji Wibisono Kunto Aji Wibowo KURIAWAN, ADI Kurniawan S., Adi Kurniawan Saputro, Adi KUSUMA, M.KURNIAWAN HADI Lutqin, Jamal Mahmudi, Muhammad Imam Marzelly, Farid Amir MASLIKAH, SITI Maulana, Ahmad Afan MIFTACHUL ULUM Miftachul Ulum, Miftachul Minggu, Desiderius Mirza Pramudia Muhammad , Dian Purnomo Muhammad A’inul Yaqin Muhammad Bahriyan Firdaus Muhammad Nurul Hidayah Muhammad Rinaldi Neipa P., Dian Ningtias, Trisni Wahyu Nur Rohman, Mohammad Izhandi Ifan Oryza Sativa Prasetyo, Galih Adhi Prianto, Aries R. Gerry Franata Rachmat Setiawibawa Rasyid, Moch Fadlian Retno Diyah Pramana Sari ROSIDA VIVIN NAHARI Saputra, Ahmad Reza Sukri, Hanifudin Tri Laksono, Deni Tri Lindah Utari Ubaidillah, Achmad Ulum, Miftachul ulum, miftahul Vivin Nahari, Rosida Yasin, Mohammad Yasin harianto Yundari, Yundari Zain Nur, Achmad