Update app.py

app.py

@@ -302,12 +302,10 @@ async def predict(image):
         # dogs_info += buttons_html 
 
         
-        dogs_info = ""
+        dogs_info = ""  # 初始化dogs_info
+        buttons_html = ""  # 初始化buttons_html
 
         for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
-            # 每次迭代重新初始化 buttons_html
-            buttons_html = ""
-            
             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)
@@ -318,21 +316,21 @@ async def predict(image):
             dogs_info += f'<h2>Dog {i+1}</h2>'
         
             if top1_prob >= 0.45:
-                # 信心較高，顯示首選品種並提供描述
+                # 當信心 >= 0.45 顯示單一品種
                 breed = topk_breeds[0]
                 description = get_dog_description(breed)
                 dogs_info += format_description_html(description, breed)
             
             elif combined_confidence >= 0.15:
-                # 這裡保留與 >= 0.45 相同的顯示邏輯，只是增加按鈕功能
+                # 這裡保留多品種推測的邏輯
                 dogs_info += f"<p>Top 3 possible breeds:</p><ul>"
                 for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
-                    # 保持顯示正常的方式，避免附加多餘字串
-                    prob = float(prob.replace('%', ''))  # 去掉百分比符號，轉換為浮點數
+                    # 將每個品種的信心值顯示出來，避免品種名稱的冗餘附加
+                    prob = float(prob.replace('%', ''))  # 去掉百分比符號並轉換為浮點數
                     dogs_info += f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>"
                 dogs_info += "</ul>"
         
-                # 生成按鈕區塊
+                # 按鈕生成邏輯
                 buttons_html = '<div class="breed-buttons">'
                 for breed in topk_breeds[:3]:
                     button_id = f"Dog {i+1}: More about {breed}"
@@ -343,9 +341,10 @@ async def predict(image):
             else:
                 dogs_info += "<p>The image is unclear or the breed is not in the dataset. Please upload a clearer image.</p>"
         
-            dogs_info += buttons_html  # 確保按鈕附加在該狗的結果中
-            dogs_info += '</div>'  # 關閉該狗的資訊區塊
-        
+            # 將按鈕區域放到 `dogs_info` 的外部，避免品種重複顯示
+            dogs_info += buttons_html  
+            dogs_info += '</div>'  # 結束該狗的描述區塊
+                
         
         html_output = f"""
         <style>