Update src/predict.py

src/predict.py

@@ -1,7 +1,22 @@
 from tensorflow.keras.models import load_model
 
-def load_trained_model(path):
-    return load_model(path)
+#def load_trained_model(path):
+    #return load_model(path)
+
+import os
+import urllib.request
+from tensorflow.keras.models import load_model
+
+def load_trained_model(path="violence_model.h5"):
+    url = "https://huggingface.co/spaces/muskan19/Violence_Detector/resolve/main/violence_model.h5"
+    
+    if not os.path.exists(path):
+        print("Downloading model...")
+        urllib.request.urlretrieve(url, path)
+        print("Model downloaded.")
+
+    return load_model(path, compile=False)
+
 
 def run_prediction(model, processed_frame):   # Renamed function
     prediction = model.predict(processed_frame)