Manuscript Number : IJSRST20561
Detection of Motorcyclists without Helmet with Their Number Plate Using Convolutional Neural Network
Authors(6) :-Prof. Jyotsna Gabhane, Roshni Singh, Nikhil Patre, Sanket Moon, Rajat Mohapatra, Pinak Misar These days, street accidents are one of the significant makes that drives human passing. Among them, engine bicycle accidents are normal and causes basic wounds. Helmet is one of the principle assurance unit for an engine bicyclist. Be that as it may, many neglect to adjust to the law of wearing helmet. Here, to recognize the motorcyclists who are damaging the helmet laws, a framework utilizing picture preparing and convolutional neural network is actualized. The framework comprise of motorbike location, helmet versus no helmet grouping and motorbike license plate acknowledgment. The motorbikes are recognized utilizing the element vector HOG. When the motorbike is identified, by methods for convolutional neural network, it is resolved whether the motorcyclist is wearing a helmet or not. On the off chance that the motorcyclist is distinguished without a helmet, at that point the license plate of the motorcycle is recognized utilizing tesseract OCR.
Prof. Jyotsna Gabhane Helmet Detection, Convolutional Neural Network, Tesseract OCR, License Plate Extraction Publication Details
Published in : Volume 5 | Issue 6 | January-February 2020 Article Preview
Assistant Professor, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Roshni Singh
BE Scholar, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Nikhil Patre
BE Scholar, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Sanket Moon
BE Scholar, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Rajat Mohapatra
BE Scholar, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Pinak Misar
BE Scholar, Department of Computer Technology, Priyadarshini College of Engineering, Nagpur, Maharashtra, India
Date of Publication : 2020-02-19
License: This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 279-283
Manuscript Number : IJSRST20561
Publisher : Technoscience Academy
Journal URL : https://ijsrst.com/IJSRST20561
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