Update app.py

app.py

@@ -33,7 +33,7 @@ def classify_image(image, candidate_labels):
 
     # Organize results
     results = [
-        {"score": score, "label": candidate_label}
+        {"score": float(score), "label": candidate_label}
         for score, candidate_label in sorted(zip(probs, candidate_labels), key=lambda x: -x[0])
     ]
 
@@ -76,7 +76,21 @@ iface = gr.Interface(
         gr.Textbox(label="Messages")
     ],
     title="General Action Classifier",
-    description="Upload an image and specify candidate labels to check if an action is present in the image."
+    description="""
+    **Instructions:**
+    
+    1. **Upload an Image**: Drag and drop an image or click to upload an image file.
+    
+    2. **Enter Candidate Labels**: 
+       - Provide candidate labels separated by commas. 
+       - For example: `human with beverage,human,beverage`
+       - The label "other" will automatically be added to the list of candidate labels.
+    
+    3. **View Results**: 
+       - The result will indicate whether the specified action (top label) is present in the image.
+       - Detailed scores for each label will be displayed in a table.
+       - Additional messages explaining the decision process will also be shown.
+    """
 )
 
 if __name__ == "__main__":