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| # This file contains google utils: https://cloud.google.com/storage/docs/reference/libraries | |
| # pip install --upgrade google-cloud-storage | |
| # from google.cloud import storage | |
| import os | |
| import platform | |
| import time | |
| from pathlib import Path | |
| import torch | |
| def attempt_download(weights): | |
| # Attempt to download pretrained weights if not found locally | |
| weights = weights.strip().replace("'", '') | |
| file = Path(weights).name | |
| msg = weights + ' missing, try downloading from https://github.com/ultralytics/yolov5/releases/' | |
| models = ['yolov5s.pt', 'yolov5m.pt', 'yolov5l.pt', 'yolov5x.pt'] # available models | |
| if file in models and not os.path.isfile(weights): | |
| # Google Drive | |
| # d = {'yolov5s.pt': '1R5T6rIyy3lLwgFXNms8whc-387H0tMQO', | |
| # 'yolov5m.pt': '1vobuEExpWQVpXExsJ2w-Mbf3HJjWkQJr', | |
| # 'yolov5l.pt': '1hrlqD1Wdei7UT4OgT785BEk1JwnSvNEV', | |
| # 'yolov5x.pt': '1mM8aZJlWTxOg7BZJvNUMrTnA2AbeCVzS'} | |
| # r = gdrive_download(id=d[file], name=weights) if file in d else 1 | |
| # if r == 0 and os.path.exists(weights) and os.path.getsize(weights) > 1E6: # check | |
| # return | |
| try: # GitHub | |
| url = 'https://github.com/ultralytics/yolov5/releases/download/v3.0/' + file | |
| print('Downloading %s to %s...' % (url, weights)) | |
| if platform.system() == 'Darwin': # avoid MacOS python requests certificate error | |
| r = os.system('curl -L %s -o %s' % (url, weights)) | |
| else: | |
| torch.hub.download_url_to_file(url, weights) | |
| assert os.path.exists(weights) and os.path.getsize(weights) > 1E6 # check | |
| except Exception as e: # GCP | |
| print('Download error: %s' % e) | |
| url = 'https://storage.googleapis.com/ultralytics/yolov5/ckpt/' + file | |
| print('Downloading %s to %s...' % (url, weights)) | |
| r = os.system('curl -L %s -o %s' % (url, weights)) # torch.hub.download_url_to_file(url, weights) | |
| finally: | |
| if not (os.path.exists(weights) and os.path.getsize(weights) > 1E6): # check | |
| os.remove(weights) if os.path.exists(weights) else None # remove partial downloads | |
| print('ERROR: Download failure: %s' % msg) | |
| print('') | |
| return | |
| def gdrive_download(id='1n_oKgR81BJtqk75b00eAjdv03qVCQn2f', name='coco128.zip'): | |
| # Downloads a file from Google Drive. from utils.google_utils import *; gdrive_download() | |
| t = time.time() | |
| print('Downloading https://drive.google.com/uc?export=download&id=%s as %s... ' % (id, name), end='') | |
| os.remove(name) if os.path.exists(name) else None # remove existing | |
| os.remove('cookie') if os.path.exists('cookie') else None | |
| # Attempt file download | |
| out = "NUL" if platform.system() == "Windows" else "/dev/null" | |
| os.system('curl -c ./cookie -s -L "drive.google.com/uc?export=download&id=%s" > %s ' % (id, out)) | |
| if os.path.exists('cookie'): # large file | |
| s = 'curl -Lb ./cookie "drive.google.com/uc?export=download&confirm=%s&id=%s" -o %s' % (get_token(), id, name) | |
| else: # small file | |
| s = 'curl -s -L -o %s "drive.google.com/uc?export=download&id=%s"' % (name, id) | |
| r = os.system(s) # execute, capture return | |
| os.remove('cookie') if os.path.exists('cookie') else None | |
| # Error check | |
| if r != 0: | |
| os.remove(name) if os.path.exists(name) else None # remove partial | |
| print('Download error ') # raise Exception('Download error') | |
| return r | |
| # Unzip if archive | |
| if name.endswith('.zip'): | |
| print('unzipping... ', end='') | |
| os.system('unzip -q %s' % name) # unzip | |
| os.remove(name) # remove zip to free space | |
| print('Done (%.1fs)' % (time.time() - t)) | |
| return r | |
| def get_token(cookie="./cookie"): | |
| with open(cookie) as f: | |
| for line in f: | |
| if "download" in line: | |
| return line.split()[-1] | |
| return "" | |
| # def upload_blob(bucket_name, source_file_name, destination_blob_name): | |
| # # Uploads a file to a bucket | |
| # # https://cloud.google.com/storage/docs/uploading-objects#storage-upload-object-python | |
| # | |
| # storage_client = storage.Client() | |
| # bucket = storage_client.get_bucket(bucket_name) | |
| # blob = bucket.blob(destination_blob_name) | |
| # | |
| # blob.upload_from_filename(source_file_name) | |
| # | |
| # print('File {} uploaded to {}.'.format( | |
| # source_file_name, | |
| # destination_blob_name)) | |
| # | |
| # | |
| # def download_blob(bucket_name, source_blob_name, destination_file_name): | |
| # # Uploads a blob from a bucket | |
| # storage_client = storage.Client() | |
| # bucket = storage_client.get_bucket(bucket_name) | |
| # blob = bucket.blob(source_blob_name) | |
| # | |
| # blob.download_to_filename(destination_file_name) | |
| # | |
| # print('Blob {} downloaded to {}.'.format( | |
| # source_blob_name, | |
| # destination_file_name)) | |