cfg.json

{
	"Datasets":
	{
		"base_dir": "./Datasets/",
		"DeepGlobe":
		{
			"train_dir": "/Datasets/DeepGlobe/cropped_train/",
			"train_label_dir": "/Datasets/DeepGlobe/cropped_train_labels/",
			"valid_dir": "/Datasets/DeepGlobe/cropped_valid/",
			"valid_label_dir": "/Datasets/DeepGlobe/cropped_valid_labels/",
			"test_dir": "/Datasets/DeepGlobe/cropped_test/",
			"hold_dir": "/Datasets/DeepGlobe/cropped_hold/",
			"mean" : "[70.95016901, 71.16398124, 71.30953645]",
			"std" : "[34.00087859, 35.18201658, 36.40463264]"
		},
		"MassachusettsRoads":
		{
			"train_dir": "/Datasets/MassachusettsRoads/cropped_train/",
			"train_label_dir": "/Datasets/MassachusettsRoads/cropped_train_labels/",
			"valid_dir": "/Datasets/MassachusettsRoads/cropped_valid/",
			"valid_label_dir": "/Datasets/MassachusettsRoads/cropped_valid_labels/",
			"test_dir": "/Datasets/MassachusettsRoads/cropped_test/",
			"test_label_dir": "/Datasets/MassachusettsRoads/cropped_test_labels/",
			"mean" : "[70.95016901, 71.16398124, 71.30953645]",
			"std" : "[34.00087859, 35.18201658, 36.40463264]"
		},
		"Spacenet":
		{
			"train_dir": "/Datasets/Spacenet/cropped_train/",
			"train_label_dir": "/Datasets/Spacenet/cropped_train_labels/",
			"valid_dir": "/Datasets/Spacenet/cropped_valid/",
			"valid_label_dir": "/Datasets/Spacenet/cropped_valid_labels/",
			"test_dir": "/Datasets/Spacenet/cropped_test/",
			"mean" : "[70.95016901, 71.16398124, 71.30953645]",
			"std" : "[34.00087859, 35.18201658, 36.40463264]"
		}
	},
	"Models":
	{
		"base_dir": "./Models/",
		"scales" : "[4, 2, 1]",
		"smooth" : "[1, 2, 4]"
	},
	"training_settings": 
	{
		"batch_size": 11,
		"crop_size" : 256,
        "epochs": 120,
        "results_directory": "./Experiments/",
		"augment": true,
        "iteration_size": 1,
		"roadclass" : 2,
		"orientationclass" : 37,
		"road_weight": 1,
		"road_binary_thresh": 0.76,
		"orientation_weight": 1,
        "iteration_frequency": 1
    },
	"validation_settings": 
	{
		"batch_size": 4,
		"crop_size" : 512,
		"augment": false,
		"spacenet_crop_size" : 650,
        "evaluation_frequency": 4
    },
	"optimizer_settings": 
	{
        "learning_rate": 0.01,
        "learning_rate_decay": 0.0001,
        "learning_rate_step": 0.1,
        "learning_rate_drop_at_epoch": "[50,90,110]"
    },
	"GlobalSeed" : 42
}