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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Teknologi Informasi dan Ilmu Komputer JURNAL PENDIDIKAN KEPERAWATAN INDONESIA Indonesia Symposium on Computing Indonesian Journal on Computing (Indo-JC) IJoICT (International Journal on Information and Communication Technology) Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Technomedia Journal Journal of Electronics, Electromedical Engineering, and Medical Informatics Jurnal Sistem Komputer dan Informatika (JSON) Jurnal Teknik Informatika (JUTIF) Charity : Jurnal Pengabdian Masyarakat Indonesian Community Journal Jurnal Locus Penelitian dan Pengabdian eProceedings of Engineering Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS BATIK: Jurnal Pengembangan dan Pengabdian Masyarakat Multikultural LOGIC: Jurnal Penelitian Informatika Journal of The Physical Society of Indonesia IJoICT (International Journal on Information and Communication Technology)
Bedy Purnama
Telkom University
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Nursing Physics Public Health Social Sciences Other

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Journal : Technomedia Journal

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Pengoptimasian Pengukuran Kepadatan Jalan Raya Dengan Cctv Menggunakan Metode Yolov8 : Optimizing Highway Density Measurement with CCTV Using the Yolov8 Method ​ Gibran, Hilal; Purnama, Bedy; Kosala, Gamma
Technomedia Journal Vol 9 No 1 Juni (2024): TMJ (Technomedia Journal)
Publisher : Pandawan Incorporation, Alphabet Incubator Universitas Raharja

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/tmj.v9i1.2216

Abstract

The development and growth of society according to research on the website dataindonesia.id as of December 31, 2022, the number was 126.99 million units by the end of last year. Increasing transportation density has become a serious problem in Indonesia. The relationship between speed and traffic flow (volume) can be used as a guide in determining the mathematical value of road capacity under ideal conditions. The proposed system requires CCTV to run properly. In each input frame, the system will perform data preprocessing to determine the vehicle object that will be segmented in the image. When the frame enters and preprocessing is done, the data will be rezoned to adjust to the system's compatibility. Then the data will go through the image processing stage. Image processing uses RGB color and is converted to grayscale in order to distinguish blobs in the frame. When the blob is detected, the number of objects will be counted and calculated to output the number of vehicles. The results of the number of vehicles will be used for datasets in vehicle density optimization. Motion detection that can be applied to measure highway density with CCTV using YOLO.
Co-Authors Abidin, Muhammad Ade Romadhony Adhan Mulya Rahmawan Adhyaksa, Resky Adi, Puput Dani Prasetyo Afandi, Rusdi Agung Toto Wibowo Ahmad Zatnika Purwalaksana, Ahmad Zatnika Al Farizy, Firnas Andi Farmadi Andre Sitompul Angga Rusdinar Aprianti Putri Sujana Bambang Pudjoatmodjo Bambang Pudjotatmodjo Bayu Erfianto Bramantya Purbaya Danu Hary Prakoso Darmawati, Irma Ditari Salsabila E. Dodi Wisaksono Sudiharto Dodon Turianto Nugrahadi Dwi Fitrizal Salim Edward Ferdian Ema Rachmawati Ema Rachmawati Ema Rachmawati Entik Insanudin Farid Hidayat Fat'hah Noor Prawira Fat’hah Noor Prawira Fat’hah Noor Prawira Fauzi, Roki Fazmah Arif Yulianto Febryanti Sthevanie Ferdian, Edward Furqoon, Naufal Sayyid Gamma Kosala Gibran, Hilal Gryaningrum Widi Pangestuti Hafidz Al Djohari Ifa, Rista Putri Nur Imamul Akhyar Irwan Budiman Ismail Ismail Koredianto Usman Labib, Fahdi Lindayani, Linlin Mahmud Dwi Sulistiyo Mahmud Imrona Marliani Harahap Muhammad Arzaki Muhammad Jendro Yuwono Muhammad Jendro Yuwono Muhammad Nurdin Muhammad Reza Faisal, Muhammad Reza Muhammad Shafhi Kasyfillah Mutiar, Astri Ngo, Luu Duc Pangestu, Arya Priyatama, Muhammad Abdhi Pudjoadmojo, Bambang Purbaya, Bramantya Putra, Bima Andika Putri, Pinkan Amanda Putu Harry Gunawan Rahmawan, Adhan Mulya Reza Dwi Ansari Rian Febrian Umbara Rikman Aherliwan Rudawan Rimba Whidiana Ciptasari Risnandar, Risnandar Rivan Ardyanto Sutoyo Selly Meliana Setyorini Setyorini Sonia Dian Maniswari Tito Prihambodo Tjokorda Agung Budi Wirayuda Umiatin, Umiatin Wirawan, Ilo Raditio Yuridikta Adha Muslim