import argparse import logging import matplotlib.pyplot as plt import numpy as np import PIL.Image from labelme import utils def main(): logger = logging.Logger('labelme') logger.setLevel(logging.INFO) parser = argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument('label_png', help='label PNG file') args = parser.parse_args() lbl = np.asarray(PIL.Image.open(args.label_png)) if lbl.dtype != np.int32: logger.warn('We recomment numpy.int32 for the label, but it has: {}' .format(lbl.dtype)) logger.info('label shape: {}'.format(lbl.shape)) logger.info('unique label values: {}'.format(np.unique(lbl))) lbl_viz = utils.draw_label(lbl) plt.imshow(lbl_viz) plt.show() if __name__ == '__main__': main()