ThiSecur commited on
Commit
9a1cce8
Β·
verified Β·
1 Parent(s): 7e06454

Create gradio_app.py

Browse files
Files changed (1) hide show
  1. gradio_app.py +23 -0
gradio_app.py ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+ from PIL import Image
4
+
5
+ # Load your model
6
+ agent = pipeline("image-classification", model="your-username/your-model-name")
7
+
8
+ def analyze_image(image):
9
+ results = agent(image)
10
+ # Format results for clean output
11
+ return {r["label"]: r["score"] for r in results}
12
+
13
+ # Create UI
14
+ demo = gr.Interface(
15
+ fn=analyze_image,
16
+ inputs=gr.Image(type="pil"),
17
+ outputs=gr.Label(num_top_classes=3),
18
+ examples=["example1.jpg", "example2.jpg"],
19
+ title="πŸ›‘οΈ AI Vision Agent: Security Compliance Assistant",
20
+ description="Upload an image to detect clean-desk violations, unattended devices, and more!",
21
+ )
22
+
23
+ demo.launch()