import sys import os import glob import argparse # this script will load class_list.txt and find class names with spaces # then replace spaces with delimiters inside ground-truth/ and predicted/ parser = argparse.ArgumentParser() parser.add_argument('-d', '--delimiter', type=str, help="delimiter to replace space (default: '-')", default='-') parser.add_argument('-y', '--yes', action='store_true', help="force yes confirmation on yes/no query (default: False)", default=False) args = parser.parse_args() def query_yes_no(question, default="yes", bypass=False): """Ask a yes/no question via raw_input() and return their answer. "question" is a string that is presented to the user. "default" is the presumed answer if the user just hits . It must be "yes" (the default), "no" or None (meaning an answer is required of the user). The "answer" return value is True for "yes" or False for "no". """ valid = {"yes": True, "y": True, "ye": True, "no": False, "n": False} if default is None: prompt = " [y/n] " elif default == "yes": prompt = " [Y/n] " elif default == "no": prompt = " [y/N] " else: raise ValueError("invalid default answer: '%s'" % default) while True: sys.stdout.write(question + prompt) if bypass: break if sys.version_info[0] == 3: choice = input().lower() # if version 3 of Python else: choice = raw_input().lower() if default is not None and choice == '': return valid[default] elif choice in valid: return valid[choice] else: sys.stdout.write("Please respond with 'yes' or 'no' " "(or 'y' or 'n').\n") def rename_class(current_class_name, new_class_name): # get list of txt files file_list = glob.glob('*.txt') file_list.sort() # iterate through the txt files for txt_file in file_list: class_found = False # open txt file lines to a list with open(txt_file) as f: content = f.readlines() # remove whitespace characters like `\n` at the end of each line content = [x.strip() for x in content] new_content = [] # go through each line of eache file for line in content: #class_name = line.split()[0] if current_class_name in line: class_found = True line = line.replace(current_class_name, new_class_name) new_content.append(line) if class_found: # rewrite file with open(txt_file, 'w') as new_f: for line in new_content: new_f.write("%s\n" % line) with open('../../data/classes/coco.names') as f: for line in f: current_class_name = line.rstrip("\n") new_class_name = line.replace(' ', args.delimiter).rstrip("\n") if current_class_name == new_class_name: continue y_n_message = ("Are you sure you want " "to rename the class " "\"" + current_class_name + "\" " "into \"" + new_class_name + "\"?" ) if query_yes_no(y_n_message, bypass=args.yes): os.chdir("../ground-truth") rename_class(current_class_name, new_class_name) os.chdir("../predicted") rename_class(current_class_name, new_class_name) print('Done!')