TB_params.py

  # Create a TensorBoard log directory for input images
  init_time=dt.datetime.now(tz.timezone('US/Pacific')).strftime("%b%d_%H:%M")
  images_logs='input_images'
  image_log='{}'.format(os.path.join(logs_dir,images_logs))

  # Create a TensorBoard log directory for training and evaluation data
  model_log='{}_{}'.format(os.path.join(logs_dir,model_name),init_time)

  # Create a TensorBoard log directory for the confusion matrix
  cm_log='{}_{}/conf_matrix'.format(os.path.join(logs_dir,model_name),init_time)

  # Define the confusion matrix logging function
  def cm_logger(epoch, logs):
    with cm_file_writer.as_default():
      tf.summary.image(name=i_name, data=cm_image, step=epoch)