diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index ae553f922f64c065f40ea6733deed2cf931ccb44..11a559b53a552943e0d1bd301f9784dfe3ca1cc8 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -368,7 +368,7 @@ class IcingIntensityNN:
         activation = tf.nn.leaky_relu
         momentum = 0.99
 
-        num_filters = 8
+        num_filters = 16
 
         conv = tf.keras.layers.Conv2D(num_filters, 5, strides=[1, 1], padding=padding, activation=activation)(self.inputs[0])
         conv = tf.keras.layers.MaxPool2D(padding=padding)(conv)