Number Plate Detection Using Machine Learning

Ms.Pooja Patle; Mr.Mohit Choudhary; Mr. Abhishek Kanojkar; Ms. Priya Kapse; Ms. Nilam Kotamkar

Number Plate Detection Using Machine Learning

June 2022

Vol-8, Issue-3

Paper ID: 17190

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

information Technology

Keywords

: Fatigue detection drivers assistance system eye-state recognition head pose estimation

Abstract

License plate location is a vital innovate vehicle registration code recognition for intelligent transport systems. the target of this work is to style associated implement an economical technique for registration code Recognition (LPR) of Indian License Plates. Pictures |the pictures |the photographs} of varied vehicles are noninheritable manually and born-again in to Gray-scale images. Then wiener2 filter is employed to get rid of noise gift within the plates. The segmentation of grey scale image generated by finding edges victimization Sobel filter for smoothing image is employed to cut back the quantity of connected element and so label is employed to calculate the connected element. Finally, single character is detected. The results show that the projected technique achieved accuracy of ninety eight by optimizing varied parameters with higher recognition rate than the normal strategies.

License

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Author Information

#	Name	Institute / Affiliation
1	Ms.Pooja Patle	Asst. Professor, Information Technology Department, Tulsiramji Gaikwad Patil College of Engineering and Technology, Nagpur, Maharashtra, India.
2	Mr.Mohit Choudhary	Student Information Technology Department, Tulsiramji Gaikwad Patil College of Engineering and Technology, Nagpur, Maharashtra, India.
3	Mr. Abhishek Kanojkar	Student Information Technology Department, Tulsiramji Gaikwad Patil College of Engineering and Technology, Nagpur, Maharashtra, India.
4	Ms. Priya Kapse	Student Information Technology Department, Tulsiramji Gaikwad Patil College of Engineering and Technology, Nagpur, Maharashtra, India.
5	Ms. Nilam Kotamkar	Student Information Technology Department, Tulsiramji Gaikwad Patil College of Engineering and Technology, Nagpur, Maharashtra, India.

How to Cite

Use the following formats to cite this article in your research.

APA Style

Patle, Ms.Pooja, Choudhary, Mr.Mohit, Kanojkar, Mr. Abhishek, Kapse, Ms. Priya, & Kotamkar, Ms. Nilam (2022). Number Plate Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education, 8(3), 3402-3406.

MLA Style

Patle, Ms.Pooja, et al. "Number Plate Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, 2022, pp. 3402-3406.

IEEE Style

Ms.Pooja Patle, Mr.Mohit Choudhary, Mr. Abhishek Kanojkar, Ms. Priya Kapse, and Ms. Nilam Kotamkar, "Number Plate Detection Using Machine Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 3, pp. 3402-3406, 2022.

Vancouver Style

Patle Ms.Pooja, Choudhary Mr.Mohit, Kanojkar Mr. Abhishek, Kapse Ms. Priya, Kotamkar Ms. Nilam. Number Plate Detection Using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(3):3402-3406.

Harvard Style

Patle, Ms.Pooja, Choudhary, Mr.Mohit, Kanojkar, Mr. Abhishek, Kapse, Ms. Priya, & Kotamkar, Ms. Nilam (2022) 'Number Plate Detection Using Machine Learning', International Journal of Advance Research and Innovative Ideas In Education, 8(3), pp. 3402-3406.

Chicago Style

Patle, Ms.Pooja, et al. "Number Plate Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 3402-3406.

Turabian Style

Patle, Ms.Pooja, et al. "Number Plate Detection Using Machine Learning." International Journal of Advance Research and Innovative Ideas In Education 8, no. 3 (2022): 3402-3406.