Update app.py

app.py

@@ -305,7 +305,7 @@ async def predict(image):
         dogs_info = ""
 
         for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
-            # 每次迭代前重設 buttons_html 和 dogs_info 以避免累積
+            # 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)
@@ -318,18 +318,21 @@ 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
                 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
                 dogs_info += f"<p>Top 3 possible breeds:</p><ul>"
                 for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
-                    # 確保這裡只會顯示正確的列表，不附加多餘的品種名稱
-                    dogs_info += f"<li><strong>{breed}</strong> ({float(prob.replace('%', '')):.2f}% confidence)</li>"
+                    # 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
+                    dogs_info += f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>"
                 dogs_info += "</ul>"
         
-                # 每隻狗生成單獨的按鈕
+                # 生成按鈕區塊
                 buttons_html = '<div class="breed-buttons">'
                 for breed in topk_breeds[:3]:
                     button_id = f"Dog {i+1}: More about {breed}"