Config.json

{
    "X_path" : "./img/train_and_valid/X/",
    "y_path" : "./img/train_and_valid/y/",
    "X_train_path" : "./img/train_and_valid/X_train/",
    "X_valid_path" : "./img/train_and_valid/X_valid/",
    "to_read_path" : "./img/to_read/",
    "results_path" : "./img/results/",
    "tensorboards_path" : "tensorboard/logs/fit/",
    "model_to_predict_path" : "./models/unet.h5",
    "contraction_1_dropout" : 0.05,
    "contraction_2_dropout" : 0.1,
    "contraction_3_dropout" : 0.15,
    "contraction_4_dropout" : 0.2,
    "contraction_5_dropout" : 0.25,
    "expansive_1_dropout" : 0.2,
    "expansive_2_dropout" : 0.15,
    "expansive_3_dropout" : 0.1,
    "expansive_4_dropout" : 0.05,
    "valid_size" : 0.2,
    "learning_rate" : 0.0005,
    "lr_dec_factor" : 0.9,
    "patience" : 100,
    "max_epoch" : 5000,
    "batch_size" : 1,
    "ocr_mode" : ""
}