def read_image(image_path):
with tf.compat.v1.Session() as sess:
data_loader = DataLoader(model_config['preprocess']['input_size'][0],
model_config['preprocess']['input_size'][1])
image, input_plhd = data_loader.build_preprocess(
style=model_config['preprocess']['preprocess_type'])
image_val = sess.run(image, feed_dict={input_plhd: image_path})
return image_val
