diff --git a/ocrs_models/train_detection.py b/ocrs_models/train_detection.py
index e4cee09..ee71112 100644
--- a/ocrs_models/train_detection.py
+++ b/ocrs_models/train_detection.py
@@ -393,7 +393,7 @@ def main():
             raise Exception("ONNX export requires a checkpoint to load")
 
         test_batch = next(iter(val_dataloader))
-        test_image = test_batch["image"][0:1]
+        test_image = test_batch["image"][0:1].to(device)
 
         torch.onnx.export(
             model,
diff --git a/ocrs_models/train_rec.py b/ocrs_models/train_rec.py
index 7280d46..4566d50 100644
--- a/ocrs_models/train_rec.py
+++ b/ocrs_models/train_rec.py
@@ -397,7 +397,7 @@ def main():
         test_batch = next(iter(val_dataloader))
         torch.onnx.export(
             model,
-            test_batch["image"],
+            test_batch["image"].to(device),
             args.export,
             input_names=["line_image"],
             output_names=["chars"],