text: # LOADER SETTINGS
  
  #Resize pictures or not
  resize = True
  
  #width and height of resized pictures
  size = (28,28)
  
  #use only good images or not
  only_good_imgs = False
  
  #part of validation sample
  validation_rate = 0.1
  
  #save prepared array in h5 file and load from this file or not
  save_img_narray = True
  
  # CNN SETTINGS
  
  #number of convolution layers
  num_of_conv = 3
  
  #convolution size
  conv_size = 4
  
  #convolution filters
  conv_filters = 32
  
  #activation function
  activate = 'relu'
  
  #dropout rate
  drop_rate = 0.3
  
  #optimizer
  optimizer = 'adam'
  
  #number of epochs
  nb_epoch = 30
  
  #batch size
  batch = 128
  
  #load weights before train or not
  load_weights = True