IEEE

Efficient Vehicle Number Plate Detection and Recognition using Convolutional Neural Networks and YOLO

Abstract: This paper combines the powerful combination of Convolutional Neural Networks (CNN) and You Only Look Once (YOLOv12) object detection system for vehicle number plate detection and ...
Frontiers

GET-YOLO: a lightweight deep learning framework for real-time pest detection in marginal tea plantations to support green and sustainable tea production

The marginal land area in Hunan Province was about 638,800 hectares. Due to the limitation of acid sticky red soil and steep slope, the low grain production capacity was suitable for tea planting.
SciELO

Application of YOLO-based deep learning and UAV imagery in hybrid maize seed production

In maize breeding programs, emasculation is a critical step in the production of hybrid seeds, occurring prior to anthesis. Therefore, an accurate identification of tassels is paramount for the ...
Frontiers

Application of algorithms based on improved YOLO in MRI image detection of brain tumors

1 The First Clinical Medical College, The Affiliated People’s Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China 2 The Affiliated People’s Hospital of Fujian ...
Scientific Research Publishing

Traffic Object Detection Using YOLOv12 ()

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 ...