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Digit recognition using artificial Neural Network

bigyan karki

bigyan karki

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Digit recognition application using Artificial Neural Network, OpenCV, Tkinter, and python3. ...learn more

Project status: Published/In Market

Artificial Intelligence

Code Samples [1]

Overview / Usage

A simple GUI application that takes English digits as input, and recognizes it using Artificial Neural Network. Although this application can take single inputs, an extension of this app can be made to recognize a collection of digits. As a result, it can be used for any work that requires digits as input.

Methodology / Approach

GUI for the application is made using python3 Tkinter. Open-CV is used for image processing. Tensorflow is used for creating Neural Network Architecture. Matplotlib is used for visualization. Numpy for matrix calculations.

Technologies Used

Python3 Tkinter
Tensorflow
OpenCV
Matplotlib
Numpy

Repository

https://github.com/bigyankarki/machine-learning/tree/master/OCR%20using%20ANN

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