Update app.py

app.py

@@ -15,19 +15,23 @@ from huggingface_hub import hf_hub_download
 
 emotion_model = None
 
-model_path = hf_hub_download(
-    repo_id="PatriciaWening/moodDetection",
-    filename="moodDetection.keras",
-    cache_dir="/tmp"  # <-- tambahkan ini
-)
+app = FastAPI()
+
+@app.on_event("startup")
+def load_model():
+    global emotion_model
+    model_path = hf_hub_download(
+        repo_id="PatriciaWening/moodDetection",
+        filename="converted_model.keras",  # pastikan sesuai
+        cache_dir="/tmp"
+    )
+    # ini akan assign objek keras.Model
+    emotion_model = keras.models.load_model(model_path)
 
-emotion_model = model_path
 emotion_labels = ['angry', 'disgust', 'fear', 'happy', 'neutral', 'sad', 'surprise']
 
 face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')
 
-app = FastAPI()
-
 app.add_middleware(
     CORSMiddleware,
     allow_origins=["*"],