Spaces:
Build error
Build error
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()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|