Abstract:Abstract: Traffic accidents are one of the biggest contributors to injuries and fatalities worldwide. Victims of traffic accidents range from minor injuries to severe injuries and even death. The severity of many accidents…
ts is often due to a lack of discipline and public awareness of traffic rules and safety measures. Car manufacturers have attempted to mitigate the effects of accidents by providing seat belts. However, many people neglect to use them, thinking that nothing will happen while driving. Even with fines imposed by authorities, people can outsmart them by removing their seat belts when officers are not around. To address this issue, a model has been developed to monitor drivers using artificial intelligence and computer vision. The camera captures images, which are then processed by a neural network trained with the YOLOv5 algorithm. The model has an average precision of 89% and a recall of 81%, and can accurately detect whether drivers are wearing seat belts or not. This model is expected to aid in improving driver and passenger safety on the roads. By paying attention to the use of seat belts, the severity of injuries sustained in accidents can be reduced.
Keywords: computer vision; neural network; seatbelt detection; yolo
Abstrak: Kecelakaan lalu lintas merupakan salah satu penyumbang terbesar cedera dan kematian di seluruh dunia. Korban kecelakaan lalu lintas tidak hanya mengalami cedera ringan, tetapi juga cedera berat bahkan kematian. Parahnya banyak kecelakaan yang terjadi dapat disebabkan oleh kurangnya disiplin dan kesadaran masyarakat akan aturan lalu lintas serta tindakan keselamatan. Produsen mobil telah berusaha untuk mengurangi efek kecelakaan dengan menyediakan sabuk pengaman. Sayangnya, masih banyak orang yang mengabaikan penggunaannya, dengan menganggap bahwa tidak akan terjadi apa-apa saat mengemudi. Meskipun ada denda yang diberlakukan oleh pihak berwenang, orang masih dapat melepaskan sabuk pengaman ketika tidak ada petugas di sekitar. Untuk mengatasi masalah ini, sebuah model telah dikembangkan untuk memantau pengemudi menggunakan kecerdasan buatan dan visi komputer. Kamera mengambil gambar yang kemudian diproses oleh jaringan saraf yang dilatih dengan algoritma YOLOv5. Model ini memiliki presisi rata-rata sebesar 89% dan recall sebesar 81%, dan dapat dengan akurat mendeteksi apakah pengemudi menggunakan sabuk pengaman atau tidak. Model ini diharapkan dapat membantu dalam menangani masalah keselamatan pengemudi dan penumpang di jalan raya. Dengan memperhatikan penggunaan sabuk pengaman, dapat mengurangi tingkat keparahan cedera yang terjadi dalam kecelakaan.
Kata kunci: computer vision; deteksi sabuk pengaman; neural network; yolo
Abstract:The Corona Virus Disease 2019 (Covid-19) pandemic was first known to have appeared in Wuhan City, China in December 2019 and was declared a global pandemic by the World Health Organization (WHO) on March 12 2020. This virus…
rus has spread very quickly to several countries in the world, including Indonesia where the Covid-19 pandemic has been designated as a type of disease that causes a Public Health Emergency on March 31 2020. With this determination, mitigation efforts must be carried out in accordance with statutory regulations in emergency response period for handling Covid-19. Tourist attractions have the potential to become a locus for the spread of COVID-19 if there is a gathering of visitors while traveling, causing the need for health protocols in carrying out activities at that location. This research uses qualitative research which aims to gather information about the compliance of people at tourist attractions with the health protocols implemented in Jambi City. The results of this research show that the implementation of the health protocol, namely 5M (wearing a mask, washing hands, maintaining distance, staying away from crowds and reducing mobility) is carried out well and is carried out directly by the government and tourist attraction owners through CHSE (Clean Health Safety and Environment). And the community has good knowledge, attitudes and behavior in complying with the health protocols implemented. The conclusion of this research is that the implementation of health protocols at various tourist attractions in Jambi City has gone well with supervision carried out by the government and tourist owners.
Abstract:Pendaftaran hak merek menjadi semakin penting di era digital, terutama bagi perusahaan startup yang rentan terhadap isu pelanggaran merek. Penelitian ini membahas urgensi pendaftaran hak merek untuk memberikan perlindungan…
an hukum bagi perusahaan startup, dengan studi kasus pada usaha rintisan Fieldbois Terrace dan Wear. Pendaftaran merek merupakan langkah penting yang harus diambil oleh startup untuk melindungi identitas dan keunikan produk mereka. Tanpa pendaftaran, startup rentan terhadap pencurian merek dan persaingan tidak sehat, yang dapat merugikan mereka secara finansial dan reputasi. Studi kasus ini menunjukkan bahwa pendaftaran merek memberikan hak eksklusif kepada pemilik untuk menggunakan dan melindungi merek mereka dari penyalahgunaan oleh pihak lain. Hal ini juga membantu dalam membangun kepercayaan konsumen dan meningkatkan nilai bisnis secara keseluruhan. Dengan demikian, penelitian ini menekankan pentingnya pendaftaran merek sebagai langkah strategis untuk mendukung keberlanjutan dan pertumbuhan startup di pasar yang kompetitif. Selain itu, dengan adanya perlindungan hukum yang memadai, startup dapat lebih fokus pada inovasi dan pengembangan produk tanpa khawatir akan risiko pelanggaran merek. Penelitian ini juga menggarisbawahi bahwa pendaftaran merek tidak hanya memberikan perlindungan tetapi juga dapat menjadi aset yang berharga dalam meningkatkan daya saing dan daya tarik bagi investor. Oleh karena itu, memahami prosedur dan manfaat pendaftaran merek adalah kunci bagi startup untuk mencapai kesuksesan jangka panjang di lingkungan bisnis yang dinamis dan terus berkembang.
Abstract:The death of Mahsa Amini in relation to the mandatory wearing of the hijab for Iranian women caused quite an uproar in the international community. The research was conducted by utilizing written literature, books, journals,…
als, and past research results that are relevant to the research topic. The results of the research found that there was a violation of human rights from the loss of Mahsa Amini's life due to the actions of local authorities who were too repressive because she was considered not implementing the existing rules in Irat - relating to the obligation of Iranian women to wear the hijab and niqab. On the other hand, this shows that sometimes there is still a conflict of interest between the enforcement of human rights and the enforcement of Islamic law that collides with each other. In this case, a thorough investigation is needed to punish those involved and the government needs to review its law enforcement officers.