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Journal : Applied Technology and Computing Science Journal

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 Hadi, Abd 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 Mufidah, Salsabila Nur Muhammad , Dian Purnomo Mun'im , Abdul Mun'im, Abdul Mun’im, Abdul Mun`im, Abdul Mun’im, Abdul Musthofa, R. Zainul Muzajjad, Ach. Nissa, Choirun 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