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Using Tensorflow and computer vision the project detects registration plate in a car

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CarRegistrationPlateRecognition

Using Tensorflow and computer vision the project detects registration plate in a car.

  • The model can also detect realtime with the help of your webcam
  • The model is using ObjectDetection API of tensorflow for number plate detection
  • I have done transfer learning from pretrained model ssd_mobilenet model
  • For the license plate dataset I have used a kaggle dataset whose image and annotaions are in the image folder
  • Trained in 6000 steps you can tune the model according to your needs and better accuracy
  • This template can be used for any object detection model by making few changes in the code

DEMO

car_result

DEMO OF OCR READING NUMBER PLATE

result ocr

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Using Tensorflow and computer vision the project detects registration plate in a car

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