| 123456789101112131415161718192021222324252627282930313233 |
- from pathlib import Path
- from google_drive_downloader import GoogleDriveDownloader as gdd
- WEIGHTS_GDRIVE_IDS = {
- '1.0.0': {
- 'face': '1CwChAYxJo3mON6rcvXsl82FMSKj82vxF',
- 'plate': '1Fls9FYlQdRlLAtw-GVS_ie1oQUYmci9g'
- }
- }
- def get_weights_path(base_path, kind, version='1.0.0'):
- assert version in WEIGHTS_GDRIVE_IDS.keys(), f'Invalid weights version "{version}"'
- assert kind in WEIGHTS_GDRIVE_IDS[version].keys(), f'Invalid weights kind "{kind}"'
- return str(Path(base_path) / f'weights_{kind}_v{version}.pb')
- def _download_single_model_weights(download_directory, kind, version):
- file_id = WEIGHTS_GDRIVE_IDS[version][kind]
- weights_path = get_weights_path(base_path=download_directory, kind=kind, version=version)
- if Path(weights_path).exists():
- return
- print(f'Downloading {kind} weights to {weights_path}')
- gdd.download_file_from_google_drive(file_id=file_id, dest_path=weights_path, unzip=False)
- def download_weights(download_directory, version='1.0.0'):
- for kind in ['face', 'plate']:
- _download_single_model_weights(download_directory=download_directory, kind=kind, version=version)
|
