"""

    Project configuration

    Pathes and train setting

"""

import os

'''

base_dir = '/home/ubuntu/data/'

annatation_file = '/home/ubuntu/data/CSVFILES/annotations.csv'

candidate_file = '/home/ubuntu/data/CSVFILES/candidates.csv'

plot_output_path = '/home/ubuntu/data/output'

normalization_output_path = '/home/ubuntu/data/train-3d'

test_path = '/home/ubuntu/data/test-3d'

'''

base_dir = '/home/marshallee/Documents/lung/'

annatation_file = '/home/marshallee/Documents/lung/mask-generate/CSVFILES/annotations.csv'

candidate_file = '/home/marshallee/Documents/lung/mask-generate/CSVFILES/candidates.csv'

plot_output_path = '/home/marshallee/Documents/lung/output'

normalization_output_path = '/home/marshallee/Documents/lung/output/train-3d-3'

test_path = '/home/marshallee/Documents/lung/output/test-3d-3'

if not os.path.exists(plot_output_path):

    os.mkdir(plot_output_path)

if not os.path.exists(normalization_output_path):

    os.mkdir(normalization_output_path)

if not os.path.exists(test_path):

    os.mkdir(test_path)

###  training and test configuration #####

batch_size = 32

learning_rate = 0.01

keep_prob = 0.7