mamal72 / persian-digits-recognition

Farsi (Arabic) Scanned Digits Recognition

Persian Digits Recognition

Farsi (Arabic) Scanned Digits Recognition

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.