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import datasets |
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from datasets import Dataset |
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import sys |
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import os |
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from pathlib import Path |
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from tqdm import tqdm |
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from PIL import Image |
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from collections import defaultdict |
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def main(): |
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files = list(Path('png768/').rglob("*.png")) |
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data = defaultdict(list) |
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print("Loading dataset...") |
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for file in tqdm(files): |
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emoji_name = file.stem.replace("_"," ").replace("-"," ").replace("medium", "") |
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data['text'].append(emoji_name) |
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image = Image.open(str(file)) |
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data['image'].append(image) |
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dataset = Dataset.from_dict(data) |
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print("Dataset loaded.") |
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print(dataset) |
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print(dataset[0]) |
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print(dataset[42]) |
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dataset.save_to_disk("microsoft-fluentui-emoji-768") |
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print("Dataset saved to disk.") |
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dataset.push_to_hub("Norod78/microsoft-fluentui-emoji-768") |
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if __name__ == "__main__": |
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main() |
