ultralytics 8.0.69
HUB CI and ClearML fixes (#1888)
Co-authored-by: Victor Sonck <victor.sonck@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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@ -2,7 +2,8 @@
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import requests
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from ultralytics.hub.utils import PREFIX, split_key
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from ultralytics.hub.auth import Auth
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from ultralytics.hub.utils import PREFIX
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from ultralytics.yolo.utils import LOGGER, SETTINGS, USER_CONFIG_DIR, yaml_save
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@ -17,7 +18,6 @@ def login(api_key=''):
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from ultralytics import hub
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hub.login('API_KEY')
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"""
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from ultralytics.hub.auth import Auth
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Auth(api_key)
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@ -42,20 +42,20 @@ def start(key=''):
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key (str, optional): A string containing either the API key and model ID combination (apikey_modelid),
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or the full model URL (https://hub.ultralytics.com/models/apikey_modelid).
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"""
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api_key, model_id = key.split('_')
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LOGGER.warning(f"""
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WARNING ⚠️ ultralytics.start() is deprecated in 8.0.60. Updated usage to train your Ultralytics HUB model is below:
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WARNING ⚠️ ultralytics.start() is deprecated after 8.0.60. Updated usage to train Ultralytics HUB models is:
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from ultralytics import YOLO
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from ultralytics import YOLO, hub
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model = YOLO('https://hub.ultralytics.com/models/{key}')
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hub.login('{api_key}')
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model = YOLO('https://hub.ultralytics.com/models/{model_id}')
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model.train()""")
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def reset_model(key=''):
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def reset_model(model_id=''):
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# Reset a trained model to an untrained state
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api_key, model_id = split_key(key)
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r = requests.post('https://api.ultralytics.com/model-reset', json={'apiKey': api_key, 'modelId': model_id})
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r = requests.post('https://api.ultralytics.com/model-reset', json={'apiKey': Auth().api_key, 'modelId': model_id})
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if r.status_code == 200:
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LOGGER.info(f'{PREFIX}Model reset successfully')
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return
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@ -68,26 +68,24 @@ def export_fmts_hub():
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return list(export_formats()['Argument'][1:]) + ['ultralytics_tflite', 'ultralytics_coreml']
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def export_model(key='', format='torchscript'):
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def export_model(model_id='', format='torchscript'):
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# Export a model to all formats
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assert format in export_fmts_hub(), f"Unsupported export format '{format}', valid formats are {export_fmts_hub()}"
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api_key, model_id = split_key(key)
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r = requests.post('https://api.ultralytics.com/export',
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json={
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'apiKey': api_key,
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'apiKey': Auth().api_key,
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'modelId': model_id,
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'format': format})
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assert r.status_code == 200, f'{PREFIX}{format} export failure {r.status_code} {r.reason}'
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LOGGER.info(f'{PREFIX}{format} export started ✅')
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def get_export(key='', format='torchscript'):
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def get_export(model_id='', format='torchscript'):
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# Get an exported model dictionary with download URL
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assert format in export_fmts_hub, f"Unsupported export format '{format}', valid formats are {export_fmts_hub}"
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api_key, model_id = split_key(key)
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r = requests.post('https://api.ultralytics.com/get-export',
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json={
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'apiKey': api_key,
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'apiKey': Auth().api_key,
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'modelId': model_id,
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'format': format})
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assert r.status_code == 200, f'{PREFIX}{format} get_export failure {r.status_code} {r.reason}'
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@ -13,7 +13,7 @@ import requests
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from tqdm import tqdm
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from ultralytics.yolo.utils import (ENVIRONMENT, LOGGER, ONLINE, RANK, SETTINGS, TESTS_RUNNING, TQDM_BAR_FORMAT,
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TryExcept, __version__, colorstr, emojis, get_git_origin_url, is_colab, is_git_dir,
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TryExcept, __version__, colorstr, get_git_origin_url, is_colab, is_git_dir,
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is_pip_package)
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PREFIX = colorstr('Ultralytics HUB: ')
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@ -80,29 +80,6 @@ def request_with_credentials(url: str) -> any:
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return output.eval_js('_hub_tmp')
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def split_key(key=''):
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"""
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Verify and split a 'api_key[sep]model_id' string, sep is one of '.' or '_'
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Args:
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key (str): The model key to split. If not provided, the user will be prompted to enter it.
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Returns:
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Tuple[str, str]: A tuple containing the API key and model ID.
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"""
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import getpass
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error_string = emojis(f'{PREFIX}Invalid API key ⚠️\n') # error string
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if not key:
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key = getpass.getpass('Enter model key: ')
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sep = '_' if '_' in key else None # separator
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assert sep, error_string
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api_key, model_id = key.split(sep)
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assert len(api_key) and len(model_id), error_string
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return api_key, model_id
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def requests_with_progress(method, url, **kwargs):
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"""
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Make an HTTP request using the specified method and URL, with an optional progress bar.
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