• Vaddi Vamsi Krishna
• Uppuluri Renuka Lahari VNS
• Upperla Vinay
• Uppalapati Varun Sai
• Yellamanchili Vivek Darshan,Dr.S.K. Raghu

Now a days there is a huge escalation in number of people that violate the traffic rules in India. There is high chance of accidents due to these violations. So, it is necessary to control this number. One way to do this is by rising the challan amount imposed by government. Our project is mainly focused on development of a system that detects a license plate and extracts text from it and feeds it to the system. The technique used here is YOLO (You Only Look Once) which helps in detecting the number plate from the input image. YOLO is the algorithm that works by the neural networks to identify real-time object detection. YOLO is a technique that uses the methods in the machine learning like Neural networks for the identification of the real time objects detection. With the help of this technique we will get accurate results in less time. This algorithm is used in different applications like text reading, traffic police, people and in share market. Once the number plate detection is done the next task is to extract the registration number of the vehicle. This can be done by using a technique called OCR (Optical Character Recognition). Optical Character Recognition (OCR) is used to convert an image of text into a machine-readable text format. After the both techniques are applied the output would be the registration number of the required vehicle. With the help of obtained registration number we’ll find out the details of the respective owner using a searching technique. The final output of the model will be the details of the vehicle owner details.

ML (Machine Learning), YOLO (You Only Look Once), OCR (Optical Character Recognition).

"NUMBER PLATE DETECTION USING YOLO & TEXT EXTRACTION USING OCR ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 3, page no.h528-h534, March-2023, Available :http://www.jetir.org/papers/JETIR2303771.pdf

"NUMBER PLATE DETECTION USING YOLO & TEXT EXTRACTION USING OCR ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 3, page no. pph528-h534, March-2023, Available at : http://www.jetir.org/papers/JETIR2303771.pdf