Update app.py

app.py

@@ -316,19 +316,23 @@ async def predict(image):
             draw.rectangle(box, outline=color, width=3)
             draw.text((box[0] + 5, box[1] + 5), f"Dog {i+1}", fill=color, font=font)
         
+            # 顯示追蹤訊息來幫助檢查數據
+            print(f"Detection confidence for Dog {i+1}: {detection_confidence}")
+            print(f"Top1 probability for Dog {i+1}: {top1_prob}")
+        
             combined_confidence = detection_confidence * top1_prob
-            print(f"Combined confidence for Dog {i+1}: {combined_confidence}")  # 檢查confidence
+            print(f"Combined confidence for Dog {i+1}: {combined_confidence}")  # 確認combined confidence
         
             dogs_info += f'<div class="dog-info" style="border-left: 5px solid {color}; margin-bottom: 20px; padding: 15px;">'
             dogs_info += f'<h2>Dog {i+1}</h2>'
         
-            if top1_prob >= 0.45:
+            if combined_confidence >= 0.45:  # 條件1：當 conf >= 0.45 時，返回最可能的品種資訊
                 breed = topk_breeds[0]
                 description = get_dog_description(breed)
                 dogs_info += format_description_html(description, breed)
         
-            elif combined_confidence >= 0.15:
-                print(f"Entering button generation for Dog {i+1}")  # 確認進入了這部分
+            elif 0.15 < combined_confidence < 0.45:  # 條件2：當 0.15 < conf < 0.45 時，返回前三個可能性並生成按鈕
+                print(f"Entering button generation for Dog {i+1}")  # 確認進入這部分的條件
                 dogs_info += f"<p>Top 3 possible breeds:</p><ul>"
                 for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
                     prob = float(prob.replace('%', ''))
@@ -342,7 +346,7 @@ async def predict(image):
                 dogs_info += "</ul>"
                 dogs_info += f'<div>{buttons_html}</div>'  # 確保按鈕顯示在該品種描述下
         
-            else:
+            else:  # 條件3：當 conf < 0.15 時，返回 "圖像不清晰或無法辨認"
                 dogs_info += "<p>The image is unclear or the breed is not in the dataset. Please upload a clearer image.</p>"
         
             dogs_info += '</div>'  # 結束當前狗的資訊區塊
@@ -356,6 +360,7 @@ async def predict(image):
         """
 
 
+
         
 
         if buttons: