diff --git a/eval.py b/eval.py
index 944c111..57c9972 100644
--- a/eval.py
+++ b/eval.py
@@ -6,6 +6,7 @@ from dice_loss import dice_coeff
 
 def eval_net(net, dataset, gpu=False):
     """Evaluation without the densecrf with the dice coefficient"""
+    net.eval()
     tot = 0
     for i, b in enumerate(dataset):
         img = b[0]