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# 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)
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