Real Time Bangla Number Plate Recognition using Computer Vision and Convolutional Neural Network

Automatic number plate identification in today's world plays a vital role in vehicle tracking and organization. Our proposed model of automation in the detection and recognizing vehicles through the use of number plate computerization is expected to create a new scope of evolution for large cities. The system can be used for the parking system of motor vehicles, as well as to collect tolls. The detection of the Bangla number plates from different cities and multi-class vehicles is the first step of the proposed system. The number plate detection has been performed with the computer vision approach, and the You Only Look Once v3 (YOLOv3) algorithm. Next, the Tesseract optical character recognition system, in conjunction with the Bangla character recognition…