5c20f2d29ee7313b79412a2183cf11d74fcb89e1,model.py,,unet_model_3d,#,18

Before Change


    conv4 = Conv3D(int(512/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu",
                   padding="same")(conv4)

    up5 = concatenate([get_upconv(depth=2, nb_filters=int(512/config["downsize_nb_filters_factor"]))(conv4), conv3],
                      axis=1)
    conv5 = Conv3D(int(256/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu", padding="same")(up5)
    conv5 = Conv3D(int(256/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu",

After Change


    conv4 = Conv3D(int(512/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu",
                   padding="same")(conv4)

    up5 = get_upconv(depth=2, nb_filters=int(512/config["downsize_nb_filters_factor"]))(conv4)
    up5 = concatenate([up5, conv3], axis=1)
    conv5 = Conv3D(int(256/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu", padding="same")(up5)
    conv5 = Conv3D(int(256/config["downsize_nb_filters_factor"]), (3, 3, 3), activation="relu",
                   padding="same")(conv5)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: ellisdg/3DUnetCNN
Commit Name: 5c20f2d29ee7313b79412a2183cf11d74fcb89e1
Time: 2017-05-05
Author: david.ellis@unmc.edu
File Name: model.py
Class Name:
Method Name: unet_model_3d