Config.yaml

{
    "train_scenes": [
        "scene_00000",
        "scene_00001",
        "scene_00006",
        "scene_00004"
    ],
    "val_scenes": [
        "scene_00002",
        "scene_00003"
    ],
    "test_scenes": [
        "scene_00005"
    ],
    "enable_aug_train": True,
    "enable_aug_val": False,
    "enable_aug_test": False,
    "clamp": True,
    "percentuale": 1,
    "batch_size": 8,
    "shuffle": True,
    "show_clip": True,
    "en_clip": False,
    "enable_BatchNorm2d_alllayer": True,
    "enable_Dropout_alllayer": True,
    "decrease_dropout": 1,
    "value_dropout": 0.5,
    "criterion": "L1Loss()",
    "lr": 0.0001,
    "weight_decay": 0.005,
    "patience_sched": 5,
    "factor_sched": 0.2,
    "verbose_sched": True,
    "num_epochs": 40,
    "patience_earlt": 5,
    "size": [
        384,
        512
    ],
    "kaggle" : False,
    "path_dataset":"../Datasets/DIODE_FULL - Copia (2)",
    "path_dst" : '../Csv/',
    "csv_path":"../Csv/path_images.csv",
    "csv_path_aug":"../Csv/path_images_aug.csv",
    "csv_path_not_aug":"../Csv/path_images_not_aug.csv",
    "model_type":"Dense121"
}