fixed error

app.py

@@ -20,7 +20,7 @@ print(f"[INFO] Using device: {device}")
 
 # Load the CLIP model and processor
 model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32", from_tf=True).to(device)
-processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
+processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32", from_tf=True)
 
 # Load the ensemble classifier model
 ensemble_clf = joblib.load("model/random_forest_tuned_aug.pkl")

scripts/predict.py

@@ -8,8 +8,8 @@ from io import BytesIO
 
 # Load models
 device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
-model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32").to(device)
-processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
+model = CLIPModel.from_pretrained("openai/clip-vit-base-patch32", from_tf=True).to(device)
+processor = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32", from_tf=True)
 ensemble_clf = joblib.load("models/random_forest_aug.pkl")
 
 label_map = {0: "real", 1: "deepfake", 2: "ai_gen"}