Upload EmojiDataset.py
Browse files- EmojiDataset.py +35 -0
EmojiDataset.py
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import datasets
|
2 |
+
from datasets import Dataset
|
3 |
+
import sys
|
4 |
+
import os
|
5 |
+
from pathlib import Path
|
6 |
+
from tqdm import tqdm
|
7 |
+
from PIL import Image
|
8 |
+
from collections import defaultdict
|
9 |
+
|
10 |
+
#for i in *.svg; do rsvg-convert -w 768 -h 768 "${i}" -o "${i%svg}png"; done
|
11 |
+
|
12 |
+
def main():
|
13 |
+
files = list(Path('png768/').rglob("*.png"))
|
14 |
+
data = defaultdict(list)
|
15 |
+
|
16 |
+
print("Loading dataset...")
|
17 |
+
for file in tqdm(files):
|
18 |
+
emoji_name = file.stem.replace("_"," ").replace("-"," ").replace("medium", "")
|
19 |
+
data['text'].append(emoji_name)
|
20 |
+
image = Image.open(str(file))
|
21 |
+
data['image'].append(image)
|
22 |
+
|
23 |
+
dataset = Dataset.from_dict(data)
|
24 |
+
|
25 |
+
print("Dataset loaded.")
|
26 |
+
print(dataset)
|
27 |
+
print(dataset[0])
|
28 |
+
print(dataset[42])
|
29 |
+
dataset.save_to_disk("microsoft-fluentui-emoji-768")
|
30 |
+
print("Dataset saved to disk.")
|
31 |
+
|
32 |
+
dataset.push_to_hub("Norod78/microsoft-fluentui-emoji-768")
|
33 |
+
|
34 |
+
if __name__ == "__main__":
|
35 |
+
main()
|