Spaces:
Sleeping
Sleeping
Delete app.py
Browse files
app.py
DELETED
@@ -1,27 +0,0 @@
|
|
1 |
-
import gradio as gr
|
2 |
-
import os
|
3 |
-
|
4 |
-
from transformers import pipeline
|
5 |
-
|
6 |
-
image_classifier = pipeline(task="zero-shot-image-classification", model="google/siglip-so400m-patch14-384")
|
7 |
-
labels = ['street sweeping', 'litter pickup', 'pothole repair', 'parking enforcement']
|
8 |
-
|
9 |
-
def image_mod(image):
|
10 |
-
outputs = image_classifier(image, candidate_labels=labels)
|
11 |
-
result = {dic["label"]: dic["score"] for dic in outputs}
|
12 |
-
return result
|
13 |
-
|
14 |
-
app = gr.Interface(
|
15 |
-
image_mod,
|
16 |
-
gr.Image(type="pil"),
|
17 |
-
gr.Label(),
|
18 |
-
examples=[
|
19 |
-
os.path.join(os.path.dirname(__file__), "images/garbage-pickup.jpg"),
|
20 |
-
os.path.join(os.path.dirname(__file__), "images/litter.jpg"),
|
21 |
-
os.path.join(os.path.dirname(__file__), "images/wrong-park.jpg"),
|
22 |
-
os.path.join(os.path.dirname(__file__), "images/pothole.jpg"),
|
23 |
-
],
|
24 |
-
)
|
25 |
-
|
26 |
-
if __name__ == "__main__":
|
27 |
-
app.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|