Upload EmojiDataset_512.py

EmojiDataset_512.py

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+import datasets
+from datasets import Dataset
+import sys
+import os
+from pathlib import Path
+from tqdm import tqdm
+from PIL import Image
+from collections import defaultdict
+
+#for i in *.svg; do rsvg-convert -b white -w 512 -h 512 "${i}" -o "${i%svg}jpg"; done
+
+def main():
+    files = list(Path('png768/').rglob("*.png"))
+    data = defaultdict(list)
+    
+    print("Loading dataset...")
+    for file in tqdm(files):
+        emoji_name = file.stem.replace("_"," ").replace("-"," ").replace("medium", "")
+        data['text'].append(emoji_name)
+        image = Image.open(str(file))
+        data['image'].append(image)
+
+    dataset = Dataset.from_dict(data)
+    
+    print("Dataset loaded.")
+    print(dataset)
+    print(dataset[0])
+    print(dataset[42])
+    dataset.save_to_disk("microsoft-fluentui-emoji-512-whitebg")
+    print("Dataset saved to disk.")
+
+    dataset.push_to_hub("Norod78/microsoft-fluentui-emoji-512-whitebg")
+
+if __name__ == "__main__":
+    main()