in datasets/ImageNet_LT/download.py [0:0]
def download_imagenet_whole(root):
save_dir = f'./{root}/images'
url_head = 'https://image-net.org/data/winter21_whole'
os.makedirs(save_dir, exist_ok=True)
def download_a_single_archive(url, desc=None):
save_path = f'{save_dir}/{osp.basename(url)}'
if osp.exists(save_path):
return
response = requests.get(url, stream=True)
total = int(response.headers.get('content-length', 0))
with open(save_path, 'wb') as f, \
tqdm(desc=desc, total=total, unit='iB', unit_scale=True, unit_divisor=1024) as bar:
for data in response.iter_content(chunk_size=1024):
size = f.write(data)
bar.update(size)
with open('ImageNet21K_label.txt', 'r') as f:
data = f.read().splitlines()
n_cls = len(data)
for i, wnid in enumerate(data):
url = f'{url_head}/{wnid}.tar'
desc = f'Downloading: {i+1}/{n_cls} {wnid}'
download_a_single_archive(url, desc)