import tensorflow as tf


    input_images = tf.placeholder(tf.float32, shape=[None, None, None, 3], name='input_images')
    input_score_maps = tf.placeholder(tf.float32, shape=[None, None, None, 1], name='input_score_maps')
    if FLAGS.geometry == 'RBOX':
