Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle with ...

Maritime mobile edge computing (MMEC) technology facilitates the deployment of computationally intensive object detection tasks on Maritime Internet of Things (MIoT) devices with limited computing ...

I am working on an overhead object detection project using images with a resolution of 1280x1024. The objects are generally small (e.g., cars and people). The inference will be performed on the DPU.

This project implements real-time object detection using OpenCV and a pre-trained SSD MobileNet V3 model. The application can identify and label various objects from a webcam feed or uploaded images ...

Abstract: This paper describes an enhanced approach to perform object detection and tracking for the use of autonomous driving systems by using YOLOv5 model for the detection process, and Kalman ...

With the rapid growth of urbanization, construction sites are increasingly confronted with severe safety hazards. Personal protective equipment (PPE), such as helmets and safety vests, plays a ...

An illustration of a magnifying glass. An illustration of a magnifying glass.

Abstract: This paper describes the use of YOLOv5 transfer learning from the COCO dataset to train and deploy a custom model to detect select pantry objects in various lighting and orientations using ...