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 …

Vehicle number plate detection using python and open cv

ASM Shariff, R Bhatia, R Kuma… - … conference on advance …, 2021 - ieeexplore.ieee.org
Vehicle number plate recognition plays a significant role in many areas. In this paper, an
efficient and an amazingly simple method is used to recognize the number plate. In the …

Yolov5 based a real time automatic number plate and helmet recognition system

S Maheswaran, N Indhumathi… - 2022 13th …, 2022 - ieeexplore.ieee.org
In today's busy life, many road accidents are seen and it doesn't take longer to us as a victim.
Almost 80% of the road accident fatal occurs due to not wearing the helmet. So, helmet …

Real time automatic detection of motorcyclists with and without a safety helmet

VL Padmini, GK Kishore… - … on Smart Electronics …, 2020 - ieeexplore.ieee.org
In the developing countries like India, the motorcycle riders are increasing day-by-day,
wherein it also constitutes to the unprecedented increase in the number of motorcycle …

[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 …

[PDF][PDF] Detección de infracciones y matrículas en motocicletas, mediante visión artificial, aplicado a Sistemas Inteligentes de Transporte

JF VALENCIA, T Ramirez-Guerrero, L Castañeda… - 2020 - scielo.pt
El funcionamiento incompleto de los sistemas de transporte ha propiciado el incremento del
transporte ilegal de pasajeros mediante motocicletas a nivel mundial, causando altos …

Real-time Implementation of YOLO V5 Based Helmet with Number Plate Recognition and Logging of Rider Data using PyTorch and XAMPP

S Maheswaran, RD Gomathi, S Sathesh… - 2023 14th …, 2023 - ieeexplore.ieee.org
Many road accidents occur in today's busy life, and one can quickly become a victim. Most
fatal road accidents are caused by not wearing helmet, which accounts for almost 80% of the …

Automatic detection of bikers with no helmet and number plate detection

S Kadam, R Hirve, N Kawle… - 2021 12th International …, 2021 - ieeexplore.ieee.org
In a very highly populated country like India enforcing traffic rules becomes a difficult task.
Many people ride motorcycles without helmets and doing so, they are risking their life …

Real-Time Number Plate and Helmet Detection of Motorcyclists using YOLOv5 and ResNet-50

PA Mathew, A Jagarlamudi… - … Computing and Data …, 2023 - ieeexplore.ieee.org
Vehicles have played a major part in transportation in the modern world. Especially, in
developing countries, Two-wheel vehicles such as Motorcycles have been more popular …

Helmet detection using detectron2 and efficientdet

R Singh, S Shetty, G Patil… - 2021 12th International …, 2021 - ieeexplore.ieee.org
In the past few years, there has been great technological advancement in the field of deep
learning and its application in image classification, image segmentation and object …