Spaces:
Runtime error
Runtime error
sradc
commited on
Commit
•
29033de
1
Parent(s):
b9691bb
delete example.py
Browse files- example.py +0 -23
example.py
DELETED
@@ -1,23 +0,0 @@
|
|
1 |
-
import requests
|
2 |
-
from PIL import Image
|
3 |
-
from transformers import CLIPModel, CLIPProcessor
|
4 |
-
|
5 |
-
model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32")
|
6 |
-
processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
|
7 |
-
|
8 |
-
url = "http://images.cocodataset.org/val2017/000000039769.jpg"
|
9 |
-
image = Image.open(requests.get(url, stream=True).raw)
|
10 |
-
|
11 |
-
inputs = processor(
|
12 |
-
text=["a photo of a cat", "a photo of a dog"],
|
13 |
-
images=image,
|
14 |
-
return_tensors="pt",
|
15 |
-
padding=True,
|
16 |
-
)
|
17 |
-
|
18 |
-
outputs = model(**inputs)
|
19 |
-
logits_per_image = outputs.logits_per_image # this is the image-text similarity score
|
20 |
-
probs = logits_per_image.softmax(
|
21 |
-
dim=1
|
22 |
-
) # we can take the softmax to get the label probabilities
|
23 |
-
print(probs)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|