Erfaniaa / persian-digits-recognition

Identification of Farsi (Arabic) Scanned Handwritten Digits

GNU General Public License v3.0

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arabic classification cnn convolutional-neural-networks farsi mnist numeral opencv persian persian-digits-recognition pytorch scanned-digits-recognition

readme

Persian Digits Recognition

Identifying Farsi (Arabic) Scanned Handwritten Digits

In this repository

Scanned input images: image1.jpg, image2.jpg, image3.jpg, image4.jpg, image5.jpg
Convert images to CSV and JSON datasets (with OpenCV): create_dataset_from_images.py
Some prepared CSV sets: large_dataset_validation.csv, large_dataset_train.csv
An unlabeled dataset for testing: large_dataset_test.csv
A modified version of PyTorch MNIST example: main.py

Install requirements

Install OpenCV.
Install Python packages:
```
pip install -r requirements.txt
```

Usage

Converting scanned images to CSV and JSON datasets:
```
python create_dataset_from_images.py
```
Using large datasets for training, validation and testing:
```
python main.py
```

Notes

Use Python version 3.