Spaces:
Sleeping
Sleeping
Delete model.py
Browse files
model.py
DELETED
@@ -1,18 +0,0 @@
|
|
1 |
-
from transformers import ViltProcessor, ViltForQuestionAnswering
|
2 |
-
from PIL import Image
|
3 |
-
|
4 |
-
# 470MB
|
5 |
-
processor = ViltProcessor.from_pretrained("dandelin/vilt-b32-finetuned-vqa")
|
6 |
-
model = ViltForQuestionAnswering.from_pretrained("dandelin/vilt-b32-finetuned-vqa", cache_dir="new_cache_dir/")
|
7 |
-
|
8 |
-
|
9 |
-
def model_pipeline(text: str, image: Image):
|
10 |
-
# prepare inputs
|
11 |
-
encoding = processor(image, text, return_tensors="pt")
|
12 |
-
|
13 |
-
# forward pass
|
14 |
-
outputs = model(**encoding)
|
15 |
-
logits = outputs.logits
|
16 |
-
idx = logits.argmax(-1).item()
|
17 |
-
|
18 |
-
return model.config.id2label[idx]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|