diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 90fb0d0392b26466fa204970179ccd11dba1a965..263c58621481f134bf67ea02a66fd720b77bc6ed 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -551,7 +551,7 @@ class IcingIntensityNN:
         activation = tf.nn.leaky_relu
         momentum = 0.99
 
-        num_filters = len(self.train_params) * 2
+        num_filters = len(self.train_params) * 4
 
         if NOISE_TRAINING:
             input_2d = tf.keras.layers.GaussianNoise(stddev=NOISE_STDDEV)(self.inputs[0])