{
    "name": "unet_resnet",
    "encoder_depth": 101,  // 34, 101 and 152 are possible
    "input_features": 3,
    "num_filters": 32,  // Default: 32
    "pretrained": false,
    "dropout_2d": 0.2,  // Default: 0.2
    "is_deconv": false // Default: false
}