"""Prepare PASCAL Context dataset""" import os import shutil import argparse import tarfile from encoding.utils import download, mkdir _TARGET_DIR = os.path.expanduser('~/.encoding/data') PASD_URL="https://codalabuser.blob.core.windows.net/public/%s" def parse_args(): parser = argparse.ArgumentParser( description='Initialize PASCAL Context dataset.', epilog='Example: python prepare_pcontext.py', formatter_class=argparse.ArgumentDefaultsHelpFormatter) parser.add_argument('--download-dir', default=None, help='dataset directory on disk') args = parser.parse_args() return args def download_ade(path, overwrite=False): _AUG_DOWNLOAD_URLS = [ ('http://host.robots.ox.ac.uk/pascal/VOC/voc2010/VOCtrainval_03-May-2010.tar', 'bf9985e9f2b064752bf6bd654d89f017c76c395a'), ('https://codalabuser.blob.core.windows.net/public/trainval_merged.json', '169325d9f7e9047537fedca7b04de4dddf10b881')] download_dir = os.path.join(path, 'downloads') mkdir(download_dir) for url, checksum in _AUG_DOWNLOAD_URLS: filename = download(url, path=download_dir, overwrite=overwrite, sha1_hash=checksum) # extract if os.path.splitext(filename)[1] == '.tar': with tarfile.open(filename) as tar: tar.extractall(path=path) else: shutil.move(filename, os.path.join(path, 'VOCdevkit/VOC2010/'+os.path.basename(filename))) def install_pcontext_api(): repo_url = "https://github.com/zhanghang1989/detail-api" os.system("git clone " + repo_url) os.system("cd detail-api/PythonAPI/ && python setup.py install") shutil.rmtree('detail-api') try: import detail except Exception: print("Installing PASCAL Context API failed, please install it manually %s"%(repo_url)) if __name__ == '__main__': args = parse_args() mkdir(os.path.expanduser('~/.encoding/data')) if args.download_dir is not None: if os.path.isdir(_TARGET_DIR): os.remove(_TARGET_DIR) # make symlink os.symlink(args.download_dir, _TARGET_DIR) else: download_ade(_TARGET_DIR, overwrite=False) install_pcontext_api()