A review on various methodologies used for vehicle classification, helmet detection and number plate recognition

S Sanjana, S Sanjana, VR Shriya, G Vaishnavi… - Evolutionary …, 2021 - Springer
Vehicle detection and classification has been an area of application of image processing
and machine learning which is being researched extensively in accordance with its …

Analysis of deep learning frameworks for object detection in motion

V Gururaj, SV Ramesh, S Satheesh… - International …, 2022 - content.iospress.com
Object detection and recognition is a computer vision technology and is considered as one
of the challenging tasks in the field of computer vision. Many approaches for detection have …

Vehicle number plate detection and recognition using yolo-v3 and ocr method

R Shashidhar, AS Manjunath, RS Kumar… - … on Mobile Networks …, 2021 - ieeexplore.ieee.org
Automatic Number Plate Recognition is one of the many information systems which is used
data extraction from given vehicle image and apply the data for further usage in safe, secure …

Detection and tracking of safety helmet based on DeepSort and YOLOv5

H Song, X Zhang, J Song, J Zhao - Multimedia Tools and Applications, 2023 - Springer
Safety helmets can effectively prevent accidental head injuries to construction personnel.
Helmet wearing detection is of great significance to the safety management of the …

[PDF][PDF] Detection of non-helmet riders and extraction of license plate number using Yolo v2 and OCR method

MJ Prajwal, KB Tejas, V Varshad… - International journal of …, 2019 - academia.edu
In current situation, we come across various problems in traffic regulations in India which
can be solved with different ideas. Riding motorcycle/mopeds without wearing helmet is a …

Mouse Cusor Control Using Facial Movements-An HCI Application

R Shashidhar, K Snehith, PK Abhishek… - … Computing and Data …, 2022 - ieeexplore.ieee.org
Because of various limitations, some people are unable to operate computers. Cursor
controls based on facial expression are extremely useful not just for the future of natural …

Traffic rule violation detection system: deep learning approach

M Kathane, S Abhang, A Jadhavar, AD Joshi… - … intelligence and signal …, 2022 - Springer
While travelling, safety is one of the most important things that should be kept in mind. Due
to the negligence of people, number of road accidents continue to increase in India. To …

HDRT: helmet detection system using convolutional neural network in real time

GU Vasanthakumar, D Kumar - 2022 IEEE 2nd Mysore Sub …, 2022 - ieeexplore.ieee.org
Motorcycle accidents have progressively increased in many nations over the years, as riders
around the world regularly disregard road safety, resulting in road accidents and casualties …

Panoramic Assessment Method of Substation Equipment Health Status Based on Multisource Monitoring and Deep Convolution Neural Network under Edge …

Z Ma, L Zhang, H Gu, Z Xin, Z Kang… - Journal of Electrical …, 2023 - Wiley Online Library
In view of the low efficiency of the traditional manual evaluation method of substation
equipment status under the background of complex environment, a panoramic evaluation …

Automatic Helmet Detection: A Deep Learning Perspective

AJ Avaran, KS Arun - Proceedings of the International Conference on …, 2023 - Springer
In India, two-wheelers are one of the most common mode of transportation because it is
affordable and economical for regular use. It is highly advisable for bike riders to wear a …