Spaces:
Runtime error
Runtime error
autonomous019
commited on
Commit
•
d66d160
1
Parent(s):
c4f0dda
adding code
Browse files
app.py
CHANGED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from transformers import ViTConfig, ViTForImageClassification
|
2 |
+
|
3 |
+
# option 1: load with randomly initialized weights (train from scratch)
|
4 |
+
|
5 |
+
config = ViTConfig(num_hidden_layers=12, hidden_size=768)
|
6 |
+
model = ViTForImageClassification(config)
|
7 |
+
|
8 |
+
print(config)
|
9 |
+
|
10 |
+
from transformers import ViTFeatureExtractor
|
11 |
+
|
12 |
+
feature_extractor = ViTFeatureExtractor()
|
13 |
+
|
14 |
+
# or, to load one that corresponds to a checkpoint on the hub:
|
15 |
+
feature_extractor = ViTFeatureExtractor.from_pretrained("google/vit-base-patch16-224")
|
16 |
+
|
17 |
+
from PIL import Image
|
18 |
+
import requests
|
19 |
+
|
20 |
+
url = 'http://images.cocodataset.org/val2017/000000039769.jpg'
|
21 |
+
image = Image.open(requests.get(url, stream=True).raw)
|
22 |
+
image.save("cats.png")
|
23 |
+
image
|
24 |
+
|
25 |
+
|