input_params.json

{
    "exp_name": "200_256_256_1e-04_1_equal_attrs_5_orange_analogous",

    "dataset_name": "apple2orange",
    "sample_interval": 200,

    "img_height": 256,
    "img_width": 256,

    "base_lr": 1e-04, 
    "beta_1": 0.5,

    "weights_path": null,
    "batch_size": 1, 
    "initial_epoch": 0,     
    "nb_epoch": 200,
    "validation_split": 0.25,
    "verbose_training": 2,

    "add_perceptual_loss": false,

    "comp_attrs_weights_path": "data/art_composition_cnn_weights.hdf5",
    "numerical_loss_weights": {
        "variety_texture": 1.0,
        "variety_shape": 1.0,
        "variety_size": 1.0,
        "variety_color": 1.0,
        "contrast": 1.0,
        "repetition": 1.0
    }, 
    "categorical_loss_weights": {
        "pri_color": 0.7,
        "harmony": 0.7 
    },
    "colors": [
        "black",
        "blue",
        "blue-cyan",        
        "blue-magenta",
        "cyan",
        "green",
        "green-cyan",
        "green-yellow",
        "magenta",
        "orange",
        "red",        
        "red-magenta",
        "yellow"    
    ],    
    "harmonies": [
        "analogous",
        "complementary",        
        "monochromatic",
        "split complementary",
        "tetradic",
        "triadic"
    ],      
    "numerical_target_attr_values": {
        "variety_texture": 5,
        "variety_shape": 5,
        "variety_size": 5,
        "variety_color": 5,
        "contrast": 5,
        "repetition": 5
    },  
    "categorical_target_attr_values": {
        "pri_color": "orange",
        "harmony": "analogous"
    },         

    "checkpoint_monitor": "d_loss",
    "checkpoint_mode": "min",
    "checkpoint_save_best_only": false,
    "checkpoint_save_weights_only": false,
    "checkpoint_verbose": 1,
    "tensorboard_write_graph": true
}