hmean.py

import os
import shutil
from pyicdartools import TL_iou, rrc_evaluation_funcs
def compute_hmean(submit_file_path):
	print('EAST <==> Evaluation <==> Compute Hmean <==> Begin')

	basename = os.path.basename(submit_file_path)
	assert basename == 'submit.zip', 'There is no submit.zip'

	dirname  = os.path.dirname(submit_file_path)
	gt_file_path  = os.path.join(dirname, 'gt.zip')
	assert os.path.isfile(gt_file_path), 'There is no gt.zip'

	log_file_path = os.path.join(dirname, 'log_epoch_hmean.txt')
	if not os.path.isfile(log_file_path):
		os.mknod(log_file_path)

	result_dir_path = os.path.join(dirname, 'result')
	try:
		shutil.rmtree(result_dir_path)
	except:
		pass
	os.mkdir(result_dir_path)
	
	resDict = rrc_evaluation_funcs.main_evaluation({'g': gt_file_path,'s': submit_file_path,'o':result_dir_path},TL_iou.default_evaluation_params, TL_iou.validate_data, TL_iou.evaluate_method)

	print(resDict)
	recall    = resDict['method']['recall']

	precision = resDict['method']['precision']

	hmean     = resDict['method']['hmean']

	print('EAST <==> Evaluation <==> Precision:{:.2f} Recall:{:.2f} Hmean{:.2f} <==> Done'.format(precision, recall, hmean))

	with open(log_file_path, 'a') as f:
		f.write('EAST <==> Evaluation <==> Precision:{:.2f} Recall:{:.2f} Hmean{:.2f} <==> Done\n'.format(precision, recall, hmean))

	return hmean

if __name__ == '__main__':
	submit_file_path = '/home/djsong/update/result/submit.zip'
	hmean = compute_hmean(submit_file_path)