Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -60,10 +60,10 @@ def classify_image(image):
|
|
| 60 |
safe_prob = probs[0][0].item() * 100 # Safe percentage
|
| 61 |
unsafe_prob = probs[0][1].item() * 100 # Unsafe percentage
|
| 62 |
|
| 63 |
-
#
|
| 64 |
return {
|
| 65 |
-
"safe":
|
| 66 |
-
"unsafe":
|
| 67 |
}
|
| 68 |
|
| 69 |
except Exception as e:
|
|
@@ -74,7 +74,7 @@ def classify_image(image):
|
|
| 74 |
iface = gr.Interface(
|
| 75 |
fn=classify_image,
|
| 76 |
inputs=gr.Image(type="pil"),
|
| 77 |
-
outputs=gr.
|
| 78 |
title="Content Safety Classification",
|
| 79 |
description="Upload an image to classify it as 'safe' or 'unsafe' with corresponding probabilities.",
|
| 80 |
)
|
|
@@ -117,5 +117,6 @@ if __name__ == "__main__":
|
|
| 117 |
|
| 118 |
|
| 119 |
|
|
|
|
| 120 |
|
| 121 |
|
|
|
|
| 60 |
safe_prob = probs[0][0].item() * 100 # Safe percentage
|
| 61 |
unsafe_prob = probs[0][1].item() * 100 # Unsafe percentage
|
| 62 |
|
| 63 |
+
# Format data for visualization
|
| 64 |
return {
|
| 65 |
+
"safe": safe_prob,
|
| 66 |
+
"unsafe": unsafe_prob
|
| 67 |
}
|
| 68 |
|
| 69 |
except Exception as e:
|
|
|
|
| 74 |
iface = gr.Interface(
|
| 75 |
fn=classify_image,
|
| 76 |
inputs=gr.Image(type="pil"),
|
| 77 |
+
outputs=gr.Label(num_top_classes=2), # Use gr.Label to display probabilities with a bar-style visualization
|
| 78 |
title="Content Safety Classification",
|
| 79 |
description="Upload an image to classify it as 'safe' or 'unsafe' with corresponding probabilities.",
|
| 80 |
)
|
|
|
|
| 117 |
|
| 118 |
|
| 119 |
|
| 120 |
+
|
| 121 |
|
| 122 |
|