Authors :
Shivangi Gupta; Dhruv Kumar Sharma; Mandeep Singh Narula
Volume/Issue :
Volume 8 - 2023, Issue 4 - April
Google Scholar :
https://bit.ly/3TmGbDi
Scribd :
https://bit.ly/3LYPpCH
DOI :
https://doi.org/10.5281/zenodo.7902635
Abstract :
The goal of this research is to develop a model
for detecting and recognizing number plates as well as
detecting speed of vehicles. Maintaining security in the
neighborhood is a tough task in the current times. To
address this issue, a surveillance system that uses license
plate recognition to monitor the visiting vehicles and
speed detection to monitor the over speeding vehicles is
being presented as the solution. We have compared
different model’s performance for detecting and
recognizing license plates. The best approach has been
chosen and implemented to get results.
Keywords :
Vehicle Detection, Number Plate Detection, recognition, Speed Estimation, Yolov5, Tesseract.
The goal of this research is to develop a model
for detecting and recognizing number plates as well as
detecting speed of vehicles. Maintaining security in the
neighborhood is a tough task in the current times. To
address this issue, a surveillance system that uses license
plate recognition to monitor the visiting vehicles and
speed detection to monitor the over speeding vehicles is
being presented as the solution. We have compared
different model’s performance for detecting and
recognizing license plates. The best approach has been
chosen and implemented to get results.
Keywords :
Vehicle Detection, Number Plate Detection, recognition, Speed Estimation, Yolov5, Tesseract.
