diff --git a/tools/plantseg/create-config.py b/tools/plantseg/create-config.py
index fe82539b..5bb4d5c5 100644
--- a/tools/plantseg/create-config.py
+++ b/tools/plantseg/create-config.py
@@ -43,7 +43,7 @@ def listify(d, k, sep=',', dtype=float):
     cfg['preprocessing']['crop_volume'] = '[:,:,:]'
     cfg['preprocessing']['filter'] = dict(state=False, type='gaussian', filter_param=1.0)
 
-    cfg['cnn_prediction']['device'] = 'cuda'
+    cfg['cnn_prediction']['device'] = 'cpu'
     cfg['cnn_prediction']['num_workers'] = args.workers
     cfg['cnn_prediction']['model_update'] = False