config.ini

[DEFAULT]
SEED = 42
NUM_EPOCHS = 50
NUM_EPOCHS_EVALNET = 50
NUM_EPOCHS_CS = 100
BATCH_SIZE = 32
BATCH_SIZE_EVALNET = 32
NUM_LOOPS_TRAIN = 10
NUM_LOOPS_VAL = 3
LR = 0.003  
WD = 1e-4
VALIDATION_FREQUENCY = 1
THRESHOLD = 0.5
TOP_Ks = 4


[ISIC_2018]
IMAGE_HEIGHT = 256
IMAGE_WIDTH = 256
IMAGE_CHANNELS = 3
NUM_CLASSES = 1
BASE_DIR = C:/IM/ISIC_2018/
ALPHA = 0.5
ALPHA_EVALNET = 1
ACTIFU = relu
ACTIFU_OUTPUT = sigmoid
ERODE_KERNEL = 0  
DILATE_KERNEL = 0  
BLOCK_INPUT = True 
BLOCK_OUTPUT = True
MIN_THRESHOLD = 0.72
MAX_THRESHOLD = 0.75
USE_N_RND_TRANSFORMATIONS = True
FREE_ROTATION = True
NUM_IMAGES_IM_PLUS = 1


[HELA]
IMAGE_HEIGHT = 256
IMAGE_WIDTH = 256
IMAGE_CHANNELS = 1
NUM_CLASSES = 3
BASE_DIR = C:/IM/HeLa/
USE_MOD_POS_SIZE = True
ALPHA = 1
ALPHA_EVALNET = 2
ACTIFU = relu
ACTIFU_OUTPUT = sigmoid
ERODE_KERNEL = 0  
DILATE_KERNEL = 0  
BLOCK_INPUT = True 
BLOCK_OUTPUT = True
FILTER_INCONSISTENT_CLASS_PRED = False
MIN_THRESHOLD = 0.59
MAX_THRESHOLD = 0.62
FREE_ROTATION = True
NUM_IMAGES_IM_PLUS = 1


[SUIM]
IMAGE_HEIGHT = 256
IMAGE_WIDTH = 256
IMAGE_CHANNELS = 3
NUM_CLASSES = 9
BASE_DIR = C:/IM/SUIM/
ALPHA = 1
ALPHA_EVALNET = 2
ACTIFU = relu
ACTIFU_OUTPUT = softmax
ERODE_KERNEL = 0  
DILATE_KERNEL = 0  
BLOCK_INPUT = True 
BLOCK_OUTPUT = True
FILTER_INCONSISTENT_CLASS_PRED = False
MIN_THRESHOLD = 0.43
MAX_THRESHOLD = 0.51
FREE_ROTATION = False
NUM_IMAGES_IM_PLUS = 1


[CITYSCAPES]
IMAGE_HEIGHT = 208
IMAGE_WIDTH = 416
IMAGE_CHANNELS = 3
NUM_CLASSES = 35
BASE_DIR = C:/IM/Cityscapes/
RESIZE_FACTOR = 0.2
ALPHA = 1
ALPHA_EVALNET = 2
ACTIFU = relu
ACTIFU_OUTPUT = softmax
ERODE_KERNEL = 0  
DILATE_KERNEL = 0  
BLOCK_INPUT = True 
BLOCK_OUTPUT = True
FILTER_INCONSISTENT_CLASS_PRED = False
MIN_THRESHOLD = 0.372
MAX_THRESHOLD = 0.453
FREE_ROTATION = False
NUM_IMAGES_IM_PLUS = 1