Update app.py

app.py

@@ -363,15 +363,11 @@ async def predict(image):
         draw = ImageDraw.Draw(annotated_image)
         font = ImageFont.load_default()
 
-        dogs_info_parts = []
+        dogs_info = []
+        buttons = []
 
         for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
-            try:
-                top1_prob, topk_breeds, topk_probs_percent = await predict_single_dog(cropped_image)
-            except Exception as e:
-                print(f"Error predicting dog breed: {e}")
-                continue
-
+            top1_prob, topk_breeds, topk_probs_percent = await predict_single_dog(cropped_image)
             color = color_list[i % len(color_list)]
             draw.rectangle(box, outline=color, width=3)
             draw.text((box[0] + 5, box[1] + 5), f"Dog {i+1}", fill=color, font=font)
@@ -384,16 +380,12 @@ async def predict(image):
         
             if top1_prob >= 0.45:
                 breed = topk_breeds[0]
-                try:
-                    description = get_dog_description(breed)
-                    dog_info.append(format_description_html(description, breed))
-                except Exception as e:
-                    print(f"Error getting dog description: {e}")
-                    dog_info.append("<p>Unable to fetch breed description. Please try again later.</p>")
+                description = get_dog_description(breed)
+                dog_info.append(format_description_html(description, breed))
         
             elif combined_confidence >= 0.15:
                 dog_info.append("<p>Top 3 possible breeds:</p><ul>")
-                for breed, prob in zip(topk_breeds[:3], topk_probs_percent[:3]):
+                for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
                     prob = float(prob.replace('%', ''))
                     dog_info.append(f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>")
                 dog_info.append("</ul>")
@@ -401,7 +393,7 @@ async def predict(image):
                 dog_info.append('<div class="breed-buttons">')
                 for breed in topk_breeds[:3]:
                     button_id = f"Dog {i+1}: More about {breed}"
-                    dog_info.append(f'<button class="breed-button" onclick="handle_button_click(\'{button_id}\')" aria-label="More information about {breed}">{breed}</button>')
+                    dog_info.append(f'<button class="breed-button" onclick="handle_button_click(\'{button_id}\')">{breed}</button>')
                     buttons.append(button_id)
                 dog_info.append('</div>')
         
@@ -409,10 +401,8 @@ async def predict(image):
                 dog_info.append("<p>The image is unclear or the breed is not in the dataset. Please upload a clearer image.</p>")
         
             dog_info.append('</div>')
-            dogs_info_parts.append(''.join(dog_info))
-
-        dogs_info = ''.join(dogs_info_parts)
-
+            dogs_info.append(''.join(dog_info))
+    
         html_output = f"""
         <style>
         .dog-info {{ border: 1px solid #ddd; margin-bottom: 20px; padding: 15px; border-radius: 5px; box-shadow: 0 2px 5px rgba(0,0,0,0.1); }}
@@ -420,7 +410,7 @@ async def predict(image):
         .breed-buttons {{ margin-top: 10px; }}
         .breed-button {{ margin-right: 10px; margin-bottom: 10px; padding: 5px 10px; background-color: #4CAF50; color: white; border: none; border-radius: 3px; cursor: pointer; }}
         </style>
-        {dogs_info}
+        {''.join(dogs_info)}
         """
         
         if buttons: