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Hand-Written-Alphabet-Recognizer

In this project I have used EMINST data set available on UCI website. In this project I have used back-propogation algorithm for taining a model. For running this project download all the files and keep every file in one folder. Download python version 2.7 or above. You need to install few libraries

  1. NUmpy - pip install numpy
  2. Pandas - pip install pandas.
  3. Matplotlib - pip install matplotlib. 4.tkinter is use for GUI.

Through this project I am able to achieve accuracy of 96%.

Training: Training a model can take upto 10 hours so I have also included the file of trained data.

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