shafinhasnat / English-digit-recognition-GUI-with-tkinter

Simple english digit recognition GUI

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English digit recognition GUI with tkinter

This software is an English digit classifier made with deep neural network using Keras and tensorflow. The network uses mnist dataset. It returns the best match and the accuracy. This easy-to-use software can be used in an interactive GUI which has in built canvas to draw digit, and shows result in an editable panel

Usage

Run this program directly from gui.py file. There are two h5 training file has been given in this repository. To switch between those, just change the names of the training file in tensorflowTesting.py file.

The usage is quite simple. Just draw the digit and press predict. Press clear to clear the canvas and draw a new digit.

To download an executable file, just click on this Google drive link and install in your system.

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Simple english digit recognition GUI


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Language:Python 100.0%