ashrafulkhn/numberplaterecognition

Number Plate recognition using Yolot to detect the region of interest and EasyOcr to detect the text on the region.

AUTOMATIC LICENSE PLATE RECOGNITION using YOLOV5 and EASYOCR

• This repo has information about the creation of the AUTOMATIC LICENSE PLATE RECOGNITION using YOLOV5 and EASYOCR
• deploy.py has code for both detection on image and video.
• Official yolov5 repo: https://github.com/ultralytics/yolov5
• How to train custom yolov5: https://www.youtube.com/watch?v=12UoOlsRwh8&ab_channel=coderzero
• How to deploy yolov5 : https://youtu.be/iuByus7SCEA
• Detailed explanation about this project: https://youtu.be/BpXlQwcx67s

step-1: Install pytorch

step-2: Instll easyOCR

step-3: Project pipeline

step-4: Train custom YOLOV5 license or number plate detection model (you can follow this tutorial: https://www.youtube.com/watch?v=12UoOlsRwh8&ab_channel=coderzero) and download the weight file after training

step-5: Prepare the whole pipeline for this project (Detailed explanation about this project: https://youtu.be/BpXlQwcx67s)

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