| # Import necessary libraries for creating a dataset | |
| from datasets import load_dataset | |
| # Load your preprocessed data | |
| data = np.load('preprocessed_data.npy', allow_pickle=True) | |
| # Create a Hugging Face compatible dataset | |
| dataset = { | |
| 'image_path': [item['image_path'] for item in data], | |
| 'label': [item['label'] for item in data], | |
| 'image': [item['image'] for item in data] | |
| } | |
| # Create a Dataset object | |
| khmer_ocr_dataset = load_dataset('your_custom_dataset_name', data_files=dataset) | |