In large public places such as railway stations and airports, dense pedestrian detection is
important for safety and security. Deep learning methods provide relatively effective …

Work involving excavators carries a high risk of accidents that can result in fatalities, making
Occupational Safety and Health (OSH) critically important. Most excavator accidents are …

Dashcam is a camera placed on the dashboard of a vehicle. This device's function is to
capture footage of all events in front of the vehicle. Security and safety have become a …

In order to improve road safety, this project creates a deep learning-based system for
identifying traffic incidents in pre-recorded video recordings. The project employs the …

Every year, the number of drivers increases, resulting in a corresponding increase in traffic
fatalities. In Korea, pedestrian accidents constituted 35.5% of all traffic accidents for the last …

Safety and security of passengers, drivers, and pedestrians is very important for any
Intelligent Traffic Management System (ITMS). Security and safety can be provided in terms …

Within this research, the focus was on analyzing the effectiveness of Computer Vision (CV)
in detecting vehicles and pedestrians in traffic. The YOLOv5 model was utilized for object …