input_params_for_inference.json

{
    "exp_name": "2000_256_1e-04_adam_30_infer",

    "train_test_csv_file": "./data/all_domain.csv",
    "img_size": 256,

    "base_lr": 1e-04, 
    "optimizer": "adam",

    "weights_path": "experiments/2019-05-20/2000_256_1e-04_adam_30_.7catweights/checkpoints/2000_256_1e-04_adam_30_.7catweights-1060-4.36.hdf5",
    "batch_size": 1, 
    "initial_epoch": 0,     
    "nb_epoch": 1,
    "validation_split": 0.1,
    "verbose_training": 2,
    "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": 1.0
    },
    "archived_categorical_loss_weights": {
        "harmony": 0.7,
        "style": 0.7
    },        
    "colors": {
        "black": [0, 0, 0],   
        "blue": [240, 1, 1],
        "blue-cyan": [210, 1, 1],            
        "blue-magenta": [270, 1, 1],
        "cyan": [180, 1, 1],
        "green": [120, 1, 1],            
        "green-cyan": [150, 1, 1],
        "green-yellow": [90, 1, 1],
        "magenta": [300, 1, 1],
        "orange": [30, 1, 1],            
        "red": [0, 1, 1],
        "red-magenta": [330, 1, 1],                     
        "yellow": [60, 1, 1]
    },    
    "harmonies": [
        "analogous",
        "complementary",        
        "monochromatic",
        "split complementary",
        "tetradic",
        "triadic"
    ],
    "styles": [
        "Abstract Art",
        "Abstract Expressionism",
        "Academicism",
        "Action painting",
        "American Realism",
        "Art Deco",
        "Art Informel",
        "Art Nouveau (Modern)",
        "Baroque",
        "Classicism",
        "Cloisonnism",
        "Color Field Painting",
        "Concretism",
        "Constructivism",
        "Contemporary Realism",
        "Cubism",
        "Divisionism",
        "Early Renaissance",
        "Expressionism",
        "Fauvism",
        "Futurism",
        "Gongbi",
        "Hard Edge Painting",
        "High Renaissance",
        "Impressionism",
        "Ink and wash painting",
        "International Gothic",
        "Joseon Dynasty",
        "Kitsch",
        "Luminism",
        "Lyrical Abstraction",
        "Magic Realism",
        "Mannerism (Late Renaissance)",
        "Metaphysical art",
        "Minimalism",
        "Muralism",
        "Naïve Art (Primitivism)",
        "Nanga (Bunjinga)",
        "Naturalism",
        "Neo-Dada",
        "Neo-Romanticism",
        "Neoclassicism",
        "Neoplasticism",
        "Northern Renaissance",
        "Nouveau Réalisme",
        "Op Art",
        "Orphism",
        "Ottoman Period",
        "Outsider art",
        "Pop Art",
        "Post-Impressionism",
        "Post-Painterly Abstraction",
        "Precisionism",
        "Proto Renaissance",
        "Purism",
        "Realism",
        "Regionalism",
        "Rococo",
        "Romanticism",
        "Social Realism",
        "Socialist Realism",
        "Sōsaku hanga",
        "Spatialism",
        "Surrealism",
        "Symbolism",
        "Tachisme",
        "Tenebrism",
        "Ukiyo-e",
        "Verism",
        "Yamato-e",
        "Zen"        
    ],    
    "checkpoint_monitor": "val_loss",
    "checkpoint_mode": "min",
    "checkpoint_save_best_only": true,
    "checkpoint_save_weights_only": false,
    "checkpoint_verbose": 1,
    "tensorboard_write_graph": true
}