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All Journal Jurnal Masyarakat Informatika JAIS (Journal of Applied Intelligent System) Sinkron : Jurnal dan Penelitian Teknik Informatika JSiI (Jurnal Sistem Informasi) Journal of Robotics and Control (JRC) Abdimasku : Jurnal Pengabdian Masyarakat Djtechno: Jurnal Teknologi Informasi Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK)
Kusumawati, Yupie
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Aerospace Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences Other

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Journal : JAIS (Journal of Applied Intelligent System)

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Helmet Detection Based on Cascade Classifier and Adaptive Boosting Susanto, Ajib; Kusumawati, Yupie
Journal of Applied Intelligent System Vol. 8 No. 2 (2023): Journal of Applied Intelligent System
Publisher : Universitas Dian Nuswantoro and IndoCEISS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v8i2.7392

Abstract

The increasing number of traffic accidents caused by motorcyclists not wearing helmets has led to an increase in the number of studies related to road safety surveillance. The research system used is an automatic system to detect whether the motorcyclist is wearing a helmet or not. Many studies use image processing systems, deep learning and computer vision. In this research, Cascade Classifier and Adaptive Boosting have been implemented for the process of identifying motorcycle riders with helmets and without helmets. The number of datasets used is 500 datasets with labels on the image of the driver with a helmet and the image of the driver without a helmet. Based on the test results, an accuracy of 90% has been obtained
Co-Authors Ajib Susanto Alzami, Farrikh Candra Irawan Caturkusuma, Resha Meiranadi Erlin Dolphina Guruh Fajar Shidik Ibnu Utomo WM Indriawati, Aulia Karis Widyatmoko Mulyono, Ibnu Utomo Wahyu Mutiarachim, Atika Nigrum, Novita Kurnia Ningrum, Novita Kurnia Nurchayati Nurchayati Nurhindarto, Aris Purwanto Purwanto Ricardus Anggi Pramunendar Sembiring, Rinawati Sulistiyono, MY Teguh Winarsih, Nurul Anisa Sri Yessy Aviantary Putri Zahrotul Umami, Zahrotul Zainal Arifin Hasibuan