@Bhack is right. It wont load checkpoint file.
You can try adding this to train_image_classifier_lib.py in train_model method.
  
status = tf.train.latest_checkpoint(hparams.model_dir)
if status:
 checkpoint = tf.train.Checkpoint(model)
 checkpoint.restore(checkpoint_path)