Delete handler.py
Browse files- handler.py +0 -27
handler.py
DELETED
@@ -1,27 +0,0 @@
|
|
1 |
-
from typing import Dict, List, Any
|
2 |
-
from PIL import Image
|
3 |
-
from io import BytesIO
|
4 |
-
from transformers import pipeline
|
5 |
-
import base64
|
6 |
-
|
7 |
-
|
8 |
-
class EndpointHandler():
|
9 |
-
def __init__(self, path=""):
|
10 |
-
self.pipeline=pipeline("zero-shot-image-classification",model=path)
|
11 |
-
|
12 |
-
def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
|
13 |
-
"""
|
14 |
-
data args:
|
15 |
-
images (:obj:`string`)
|
16 |
-
candiates (:obj:`list`)
|
17 |
-
Return:
|
18 |
-
A :obj:`list`:. The list contains items that are dicts should be liked {"label": "XXX", "score": 0.82}
|
19 |
-
"""
|
20 |
-
inputs = data.pop("inputs", data)
|
21 |
-
|
22 |
-
# decode base64 image to PIL
|
23 |
-
image = Image.open(BytesIO(base64.b64decode(inputs['image'])))
|
24 |
-
|
25 |
-
# run prediction one image wit provided candiates
|
26 |
-
prediction = self.pipeline(images=[image], candidate_labels=inputs["candiates"])
|
27 |
-
return prediction[0]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|