yujiepan commited on
Commit
a4e7623
1 Parent(s): 0cc67aa

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +23 -1
README.md CHANGED
@@ -19,4 +19,26 @@ configs:
19
  ---
20
  # Dataset Card for "imagenet-1k-train-sampled2048"
21
 
22
- [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
  ---
20
  # Dataset Card for "imagenet-1k-train-sampled2048"
21
 
22
+ ```python
23
+ import numpy as np
24
+ from datasets import Dataset
25
+ import timm.data
26
+
27
+
28
+ def get_dataset():
29
+ dataset = timm.data.create_dataset(
30
+ root='[LOCAL IMAGENET FOLDER]',
31
+ name='',
32
+ split='train',
33
+ is_training=False,
34
+ )
35
+ sampled_indices = np.random.default_rng(42).choice(len(dataset), size=2048, replace=False)
36
+ images = [dataset[i][0] for i in sampled_indices]
37
+ labels = [dataset[i][1] for i in sampled_indices]
38
+ return images, labels
39
+
40
+
41
+ images, labels = get_dataset()
42
+ dataset = Dataset.from_dict({"image": images, "label": labels})
43
+ dataset.push_to_hub('yujiepan/imagenet-1k-train-sampled2048')
44
+ ```