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🖍️ This tool allows users to write number and recognize it in real time. The model of handwriting recognition system is based on a deep Convolutional Neural Network (CNN) architecture.

Jupyter Notebook 25.26% Python 74.74%
machine-learning deep-learning keras cnn handwriting-recognition handwritten-digit-recognition tkinter tkinter-gui tkinter-python tkinter-graphic-interface graphic-user-interface python

handwritingrecognition-cnn's Introduction

Description

This tool allows users to write number and recognize it in real time.

The model of handwriting recognition system is based on a deep Convolutional Neural Network (CNN) architecture.

It is written in Python and uses Tkinter for its graphical user interface (GUI).

Software Environment

IDE (optional) Visual Studio Code
Extensions Python
Programming Language Python
Python Version Python 3.8.3
Python Package Refer to requirements.txt

Quick Start Examples

Install

Install Visual Studio Code(optional) and Python 3.8.3 required with all requirements.txt dependencies installed:

$ git clone https://github.com/JeffWang0325/HandWritingRecognition-CNN.git
$ cd HandWritingRecognition-CNN
$ pip install -r requirements.txt
Execute GUI

Execute paintApp_my_save.py

GUI Demo:

Contact Information:

If you have any questions or suggestions about code, project or any other topics, please feel free to contact me and discuss with me. 😄😄😄

handwritingrecognition-cnn's People

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