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License plate recognition and some application functions

In this project, it cotained some application functions and implement of the license plate recognition.

Application functions

You can try to use the function made by myself and input your image which you want, you will see the transformation of your image.
Like, Binalization, Watermark, split image into two part which could not see clearly and merge them into origin.
Also, this functions will help you to implement the next theme - license plate recognition.

License plate recognition

License plate recognition is ubiquitous in parking lots, so i want to implement it by myself with methods of image processing.
In order to increase its recogntion's speed, i use deep learning(CNN) to train the model of number and alphabet.
Finally, using thread to recognize, and all of these are implemented by python.
Also, i have uploaded a pdf file which contain the algorithm of how to implement license plate recognition and each procedure's output image. So i think it can help you to realize how to implement it simply.

Data source

[Image] (Google)
[Mnist] (https://www.tensorflow.org/datasets/catalog/mnist)
[A~Z alphabet] (https://www.kaggle.com/sachinpatel21/az-handwritten-alphabets-in-csv-format)

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Simple License plate recognition

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