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Persian Digits Recognition\nIdentifying Farsi (Arabic) Scanned Handwritten Digits\n\n## In this repository\n\n- Scanned input images: [image1.jpg](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/image1.jpg), [image2.jpg](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/image2.jpg), [image3.jpg](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/image3.jpg), [image4.jpg](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/image4.jpg), [image5.jpg](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/image5.jpg)\n- Convert images to CSV and JSON datasets (with OpenCV): [create_dataset_from_images.py](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/create_dataset_from_images.py)\n- Some prepared CSV sets: [large_dataset_validation.csv](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/large_dataset_validation.csv), [large_dataset_train.csv](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/large_dataset_train.csv)\n- An unlabeled dataset for testing: [large_dataset_test.csv](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/large_dataset_test.csv)\n- A modified version of [PyTorch MNIST example](https://github.com/pytorch/examples/blob/master/mnist/main.py): [main.py](https://github.com/Erfaniaa/persian-digits-recognition/blob/master/main.py)\n\n## Install requirements\n\n- Install [OpenCV](https://docs.opencv.org/3.4/d2/de6/tutorial_py_setup_in_ubuntu.html).\n\n- Install Python packages:\n\n  ```bash\n  pip install -r requirements.txt\n  ```\n\n## Usage\n\n- Converting scanned images to CSV and JSON datasets:\n\n  ```bash\n  python create_dataset_from_images.py\n  ```\n\n- Using large datasets for training, validation and testing:\n\n  ```bash\n  python main.py\n  ```\n\n## Notes\n\nUse Python version 3.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferfaniaa%2Fpersian-digits-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ferfaniaa%2Fpersian-digits-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ferfaniaa%2Fpersian-digits-recognition/lists"}