YoloCar-LPR

Detecting the Car Plate number using YoloV3

PreReq

• Python v3
• Model weight :- https://drive.google.com/file/d/1kMAjPHsxz-AMdDZWSV-g5R0MpE5c7_9P/view?usp=sharing

Description

• This project is a light wight license plate recognition model build on YOLOv3 and Tesseract OCR.
• This model allows us to detect the plates with accuracy upwards of 90%. Post which it runs the OCR engine to produce meaningful numerical value.

Commands to run the model

• For an image: python object_detection_yolo.py --image=bird.jpg
• For a video: python object_detection_yolo.py --video=cars.mp4

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Output