This paper is published in Volume-7, Issue-3, 2021
Area
Deep Learning
Author
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao
Org/Univ
Sreenidhi Institute of Scinece and Technology, Hyderabad, Telangana, India
Keywords
Neural Networks, Back Propagation, CNN, Deep Learning, Binarization, Character Segmentation, Contour Detection
Citations
IEEE
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao. AI Based license Plate recognition using CNN, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.
APA
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao (2021). AI Based license Plate recognition using CNN. International Journal of Advance Research, Ideas and Innovations in Technology, 7(3) www.IJARIIT.com.
MLA
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao. "AI Based license Plate recognition using CNN." International Journal of Advance Research, Ideas and Innovations in Technology 7.3 (2021). www.IJARIIT.com.
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao. AI Based license Plate recognition using CNN, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.
APA
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao (2021). AI Based license Plate recognition using CNN. International Journal of Advance Research, Ideas and Innovations in Technology, 7(3) www.IJARIIT.com.
MLA
K V Yaswanth, Anvesh Donthi, A Venkata Ramana, Dr. M. Poornachandra Rao. "AI Based license Plate recognition using CNN." International Journal of Advance Research, Ideas and Innovations in Technology 7.3 (2021). www.IJARIIT.com.
Abstract
The discovery based on the artificial intelligence of the Indian license plate is our theme. We have created a program that is able to take a photo from the surrounding area. At the end of the hardware, we need a pc (or raspberry pi) and a camera and at the end of the software, we need a library to download and process data (image). We have used OpenCV (4.1.0) and Python (3.6.7) for this project To get something (license plate) in the picture we need another tool that can see the Indian license plate to use Haar cascade, pre-trained on Indian license plates (to be updated soon) be YOLO v3). Our main objective is to establish a system that gives us the license plate number of a vehicle when given a low definition image captured by a surveillance camera at toll collection centres. Mostly our system is demanded for the purpose of traffic monitoring. Hence we designed a system that lessens the manual work of entering the license plate numbers. And also we built a system that increases the speed of processing toll collections or traffic violation punishments. Our model is built on convolutional neural networks where several mathematical computations are done within the six hidden layers and give the output characters using contour detection and character segmentation.