diff --git a/models/common.py b/models/common.py
index fc071eba5cd3..aba5741ff28a 100644
--- a/models/common.py
+++ b/models/common.py
@@ -854,10 +854,10 @@ def __init__(self, in_channels):
         self.cv1 = Conv(in_channels, 32, k=3)
         self.cv11 = Conv(96, 32, k=3)
         self.upsample = nn.Upsample(scale_factor=2, mode='nearest')
-        self.cv2 = Conv(64, 8, k=3)
-        self.cv22 = Conv(48, 8, k=3)
-        self.cv3 = Conv(16, 8, k=3)
-        self.cv4 = Conv(8, 1, act=False)
+        self.cv2 = Conv(64, 16, k=3)
+        self.cv22 = Conv(48, 16, k=3)
+        self.cv3 = Conv(32, 4, k=3)
+        self.cv4 = Conv(4, 1, act=False)
         self.relu = nn.ReLU()
         self.dropout_normal = nn.Dropout(0.5)