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Handwriting Hebrew Classifier

The Project

This repository deals with a classification problem of hebrew handwriting letters.

I will use a modified vertion of the Handwriting Hebrew Dataset or HHD for short.

  • For the modified version of the dataset HHD modified
  • For the original version of the dataset HHD

Demo

In the demo you will need to write a letter from the hebrew handwriting alphabeth and the program will identify it.

Key Action
b Clear the canvas inorder to draw something new
d Detect the letter in the canvas
r Erase mode
w Detect a word

Installation

Install using Anaconda:

conda env create -f environment.yml
conda activate hhd
python3 word_demo.py # or writing_game.py

Install using pip:

pip3 install -r rquirements.txt
python3 word_demo.py # or writing_game.py

About

This repository deals with the task of classifying handwriting letters from the Hebrew language using Neural Networks. This repository will use a modified version of the Handwriting Hebrew Dataset or HHD in short.

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