fix

face_analyzer.py

@@ -582,14 +582,14 @@ class EnhancedFaceAnalyzer:
         if gender_confidence >= 1:
             gender_confidence = 0.9999
         age = beauty_gender_result["age"]
-        # 使用DeepFace获取年龄/情绪（以及可选的性别回退信息）
-        age_emotion_result = self._predict_age_emotion_with_deepface(
-            face_image
-        )
 
         # 如果HowCuteAmI的年龄置信度低于阈值，则使用DeepFace的年龄
         agec = config.AGE_CONFIDENCE
         if howcuteami_age_confidence < agec:
+            # 使用DeepFace获取年龄/情绪（以及可选的性别回退信息）
+            age_emotion_result = self._predict_age_emotion_with_deepface(
+                face_image
+            )
             deep_age = age_emotion_result["age"]
             logger.info(
                 f"HowCuteAmI age confidence ({howcuteami_age_confidence}) below {agec}, value=({age}); using DeepFace for age prediction, value={deep_age}"
@@ -621,8 +621,8 @@ class EnhancedFaceAnalyzer:
                 "beauty_raw_score": beauty_gender_result["beauty_raw_score"],
                 "age": beauty_gender_result["age"],
                 "age_confidence": beauty_gender_result["age_confidence"],
-                "emotion": age_emotion_result["emotion"],
-                "emotion_analysis": age_emotion_result["emotion_analysis"],
+                "emotion": None,
+                "emotion_analysis": None,
                 "model_used": "hybrid",
                 "age_model_used": "HowCuteAmI",
                 "gender_model_used": "HowCuteAmI",

start_local.sh

@@ -10,7 +10,7 @@ export CELEBRITY_SOURCE_DIR=/opt/data/chinese_celeb_dataset
 
 export GENDER_CONFIDENCE=1
 export UPSCALE_SIZE=2
-export AGE_CONFIDENCE=0.9999
+export AGE_CONFIDENCE=0.1
 export DRAW_SCORE=true
 export FACE_CONFIDENCE=0.7