Engine Model and Results Docs improvements (#14564)
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Felipe Parodi <fparodi@pennmedicine.upenn.edu>
This commit is contained in:
Glenn Jocher
GitHub
parent
e59376b55f
commit
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123 changed files with 3789 additions and 1368 deletions
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@ -9,163 +9,163 @@ keywords: Ultralytics, utils, TQDM, Python, ML, Machine Learning utilities, YOLO
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/\_\_init\_\_.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/__init__.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/__init__.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.TQDM
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## ::: ultralytics.utils.SimpleClass
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## ::: ultralytics.utils.IterableSimpleNamespace
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## ::: ultralytics.utils.ThreadingLocked
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## ::: ultralytics.utils.TryExcept
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## ::: ultralytics.utils.Retry
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## ::: ultralytics.utils.SettingsManager
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## ::: ultralytics.utils.plt_settings
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## ::: ultralytics.utils.set_logging
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## ::: ultralytics.utils.yaml_save
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## ::: ultralytics.utils.yaml_load
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## ::: ultralytics.utils.yaml_print
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## ::: ultralytics.utils.read_device_model
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## ::: ultralytics.utils.is_ubuntu
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## ::: ultralytics.utils.is_colab
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## ::: ultralytics.utils.is_kaggle
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## ::: ultralytics.utils.is_jupyter
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## ::: ultralytics.utils.is_docker
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## ::: ultralytics.utils.is_raspberrypi
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## ::: ultralytics.utils.is_jetson
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## ::: ultralytics.utils.is_online
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## ::: ultralytics.utils.is_pip_package
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## ::: ultralytics.utils.is_dir_writeable
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## ::: ultralytics.utils.is_pytest_running
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## ::: ultralytics.utils.is_github_action_running
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## ::: ultralytics.utils.get_git_dir
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## ::: ultralytics.utils.is_git_dir
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## ::: ultralytics.utils.get_git_origin_url
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## ::: ultralytics.utils.get_git_branch
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## ::: ultralytics.utils.get_default_args
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## ::: ultralytics.utils.get_ubuntu_version
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## ::: ultralytics.utils.get_user_config_dir
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## ::: ultralytics.utils.colorstr
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## ::: ultralytics.utils.remove_colorstr
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## ::: ultralytics.utils.threaded
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## ::: ultralytics.utils.set_sentry
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## ::: ultralytics.utils.deprecation_warn
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## ::: ultralytics.utils.clean_url
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## ::: ultralytics.utils.url2file
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@ -9,11 +9,11 @@ keywords: YOLO batch size, CUDA memory, PyTorch autobatch, Ultralytics, machine
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/autobatch.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/autobatch.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/autobatch.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.autobatch.check_train_batch_size
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## ::: ultralytics.utils.autobatch.autobatch
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@ -9,15 +9,15 @@ keywords: YOLO, model benchmarking, ONNX, TensorRT, PyTorch, TensorFlow, CoreML,
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/benchmarks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/benchmarks.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/benchmarks.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.benchmarks.RF100Benchmark
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## ::: ultralytics.utils.benchmarks.ProfileModels
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## ::: ultralytics.utils.benchmarks.benchmark
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@ -9,111 +9,111 @@ keywords: Ultralytics, base callbacks, training, validation, prediction, model e
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/base.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/base.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/base.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.callbacks.base.on_pretrain_routine_start
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## ::: ultralytics.utils.callbacks.base.on_pretrain_routine_end
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## ::: ultralytics.utils.callbacks.base.on_train_start
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## ::: ultralytics.utils.callbacks.base.on_train_epoch_start
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## ::: ultralytics.utils.callbacks.base.on_train_batch_start
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## ::: ultralytics.utils.callbacks.base.optimizer_step
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## ::: ultralytics.utils.callbacks.base.on_train_epoch_end
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## ::: ultralytics.utils.callbacks.base.on_fit_epoch_end
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## ::: ultralytics.utils.callbacks.base.on_val_batch_start
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## ::: ultralytics.utils.callbacks.base.on_predict_start
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## ::: ultralytics.utils.callbacks.base.on_predict_batch_start
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## ::: ultralytics.utils.callbacks.base.on_predict_postprocess_end
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## ::: ultralytics.utils.callbacks.base.on_export_end
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## ::: ultralytics.utils.callbacks.base.get_default_callbacks
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## ::: ultralytics.utils.callbacks.base.add_integration_callbacks
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/clearml.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/clearml.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/clearml.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.callbacks.clearml._log_debug_samples
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## ::: ultralytics.utils.callbacks.clearml._log_plot
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## ::: ultralytics.utils.callbacks.clearml.on_pretrain_routine_start
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## ::: ultralytics.utils.callbacks.clearml.on_train_epoch_end
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## ::: ultralytics.utils.callbacks.clearml.on_fit_epoch_end
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## ::: ultralytics.utils.callbacks.clearml.on_val_end
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## ::: ultralytics.utils.callbacks.clearml.on_train_end
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/comet.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/comet.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/comet.py) 🛠️. Thank you 🙏!
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## ::: ultralytics.utils.callbacks.comet._get_comet_mode
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## ::: ultralytics.utils.callbacks.comet._get_comet_model_name
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## ::: ultralytics.utils.callbacks.comet._get_eval_batch_logging_interval
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## ::: ultralytics.utils.callbacks.comet._get_max_image_predictions_to_log
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## ::: ultralytics.utils.callbacks.comet._scale_confidence_score
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## ::: ultralytics.utils.callbacks.comet._should_log_confusion_matrix
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## ::: ultralytics.utils.callbacks.comet._should_log_image_predictions
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## ::: ultralytics.utils.callbacks.comet._get_experiment_type
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## ::: ultralytics.utils.callbacks.comet._create_experiment
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## ::: ultralytics.utils.callbacks.comet._fetch_trainer_metadata
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## ::: ultralytics.utils.callbacks.comet._scale_bounding_box_to_original_image_shape
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## ::: ultralytics.utils.callbacks.comet._format_ground_truth_annotations_for_detection
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## ::: ultralytics.utils.callbacks.comet._format_prediction_annotations_for_detection
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||||
## ::: ultralytics.utils.callbacks.comet._fetch_annotations
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._create_prediction_metadata_map
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._log_confusion_matrix
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._log_images
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._log_image_predictions
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._log_plots
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet._log_model
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet.on_train_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.comet.on_train_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,39 +9,39 @@ keywords: Ultralytics, DVC, DVCLive, machine learning, logging, training, callba
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/dvc.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/dvc.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/dvc.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc._log_images
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc._log_plots
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc._log_confusion_matrix
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_pretrain_routine_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_train_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_train_epoch_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.dvc.on_train_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,39 +9,39 @@ keywords: Ultralytics, callbacks, pretrain, model save, train start, train end,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/hub.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/hub.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/hub.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_pretrain_routine_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_model_save
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_train_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_train_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_val_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_predict_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.hub.on_export_start
|
||||
|
||||
|
|
|
|||
|
|
@ -9,23 +9,23 @@ keywords: MLflow, Ultralytics YOLO, logging, metrics, parameters, model artifact
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/mlflow.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/mlflow.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/mlflow.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.mlflow.sanitize_dict
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.mlflow.on_pretrain_routine_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.mlflow.on_train_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.mlflow.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.mlflow.on_train_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,35 +9,35 @@ keywords: Ultralytics, NeptuneAI, YOLO, experiment logging, machine learning, AI
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/neptune.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/neptune.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/neptune.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune._log_scalars
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune._log_images
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune._log_plot
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune.on_train_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune.on_val_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.neptune.on_train_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@ keywords: Ultralytics, Ray Tune, hyperparameter tuning, YOLO, machine learning,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/raytune.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/raytune.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/raytune.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.raytune.on_fit_epoch_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,27 +9,27 @@ keywords: Ultralytics, TensorBoard, callbacks, machine learning, training visual
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/tensorboard.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/tensorboard.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/tensorboard.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard._log_scalars
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard._log_tensorboard_graph
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard.on_train_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard.on_train_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.tensorboard.on_fit_epoch_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,31 +9,31 @@ keywords: Ultralytics, YOLO, WandB, callbacks, logging, metrics, visualizations,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/wb.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/wb.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/callbacks/wb.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb._custom_table
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb._plot_curve
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb._log_plots
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb.on_pretrain_routine_start
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb.on_fit_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb.on_train_epoch_end
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.callbacks.wb.on_train_end
|
||||
|
||||
|
|
|
|||
|
|
@ -9,103 +9,103 @@ keywords: Ultralytics, YOLO, utility functions, version checks, requirements, im
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/checks.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/checks.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/checks.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.checks.parse_requirements
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.parse_version
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.is_ascii
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_imgsz
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_version
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_latest_pypi_version
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_pip_update_available
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_font
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_python
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_requirements
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_torchvision
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_suffix
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_yolov5u_filename
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_model_file_from_stem
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_file
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_yaml
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_is_path_safe
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_imshow
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_yolo
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.collect_system_info
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.check_amp
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.git_describe
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.print_args
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.cuda_device_count
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.checks.cuda_is_available
|
||||
|
||||
|
|
|
|||
|
|
@ -9,19 +9,19 @@ keywords: Ultralytics, distributed training, DDP, multi-node training, network p
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/dist.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/dist.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/dist.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.dist.find_free_network_port
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.dist.generate_ddp_file
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.dist.generate_ddp_command
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.dist.ddp_cleanup
|
||||
|
||||
|
|
|
|||
|
|
@ -9,43 +9,43 @@ keywords: Ultralytics, download utilities, URL validation, zip directory, unzip
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/downloads.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/downloads.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/downloads.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.is_url
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.delete_dsstore
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.zip_directory
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.unzip_file
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.check_disk_space
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.get_google_drive_file_info
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.safe_download
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.get_github_assets
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.attempt_download_asset
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.downloads.download
|
||||
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, error handling, HUBModelError, model fetching, cust
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/errors.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/errors.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/errors.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.errors.HUBModelError
|
||||
|
||||
|
|
|
|||
|
|
@ -9,35 +9,35 @@ keywords: Ultralytics, file utilities, Python, WorkingDirectory, increment_path,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/files.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/files.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/files.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.files.WorkingDirectory
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.spaces_in_path
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.increment_path
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.file_age
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.file_date
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.file_size
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.get_latest_run
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.files.update_models
|
||||
|
||||
|
|
|
|||
|
|
@ -9,15 +9,15 @@ keywords: Ultralytics, bounding boxes, Instances, bbox formats, conversions, AI,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/instance.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/instance.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/instance.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.instance.Bboxes
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.instance.Instances
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.instance._ntuple
|
||||
|
||||
|
|
|
|||
|
|
@ -9,51 +9,51 @@ keywords: Ultralytics, loss functions, Varifocal Loss, Focal Loss, Bbox Loss, Ro
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/loss.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/loss.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/loss.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.loss.VarifocalLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.FocalLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.DFLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.BboxLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.RotatedBboxLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.KeypointLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.v8DetectionLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.v8SegmentationLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.v8PoseLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.v8ClassificationLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.v8OBBLoss
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.loss.E2EDetectLoss
|
||||
|
||||
|
|
|
|||
|
|
@ -9,87 +9,87 @@ keywords: Ultralytics, metrics, model validation, performance analysis, IoU, con
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/metrics.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/metrics.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/metrics.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.ConfusionMatrix
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.Metric
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.DetMetrics
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.SegmentMetrics
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.PoseMetrics
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.ClassifyMetrics
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.OBBMetrics
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.bbox_ioa
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.box_iou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.bbox_iou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.mask_iou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.kpt_iou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics._get_covariance_matrix
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.probiou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.batch_probiou
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.smooth_BCE
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.smooth
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.plot_pr_curve
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.plot_mc_curve
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.compute_ap
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.metrics.ap_per_class
|
||||
|
||||
|
|
|
|||
|
|
@ -9,123 +9,123 @@ keywords: Ultralytics, utility operations, non-max suppression, bounding box tra
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/ops.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/ops.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.ops.Profile
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.segment2box
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.scale_boxes
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.make_divisible
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.nms_rotated
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.non_max_suppression
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.clip_boxes
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.clip_coords
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.scale_image
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xyxy2xywh
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xywh2xyxy
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xywhn2xyxy
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xyxy2xywhn
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xywh2ltwh
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xyxy2ltwh
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.ltwh2xywh
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xyxyxyxy2xywhr
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.xywhr2xyxyxyxy
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.ltwh2xyxy
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.segments2boxes
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.resample_segments
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.crop_mask
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.process_mask
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.process_mask_native
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.scale_masks
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.scale_coords
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.regularize_rboxes
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.masks2segments
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.convert_torch2numpy_batch
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.ops.clean_str
|
||||
|
||||
|
|
|
|||
|
|
@ -9,19 +9,19 @@ keywords: Ultralytics, utils, patches, imread, imwrite, imshow, torch_save, Open
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/patches.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/patches.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/patches.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.patches.imread
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.patches.imwrite
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.patches.imshow
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.patches.torch_save
|
||||
|
||||
|
|
|
|||
|
|
@ -9,47 +9,47 @@ keywords: ultralytics, plotting, utilities, documentation, data visualization, a
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/plotting.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/plotting.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.Colors
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.Annotator
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.plot_labels
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.save_one_box
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.plot_images
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.plot_results
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.plt_color_scatter
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.plot_tune_results
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.output_to_target
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.output_to_rotated_target
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.plotting.feature_visualization
|
||||
|
||||
|
|
|
|||
|
|
@ -9,27 +9,27 @@ keywords: Ultralytics, YOLO, TaskAlignedAssigner, object detection, machine lear
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tal.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/tal.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.tal.TaskAlignedAssigner
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.tal.RotatedTaskAlignedAssigner
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.tal.make_anchors
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.tal.dist2bbox
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.tal.bbox2dist
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.tal.dist2rbox
|
||||
|
||||
|
|
|
|||
|
|
@ -9,115 +9,115 @@ keywords: Ultralytics, torch utils, model optimization, device selection, infere
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/torch_utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/torch_utils.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/torch_utils.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.ModelEMA
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.EarlyStopping
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.torch_distributed_zero_first
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.smart_inference_mode
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_cpu_info
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.select_device
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.time_sync
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.fuse_conv_and_bn
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.fuse_deconv_and_bn
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.model_info
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_num_params
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_num_gradients
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.model_info_for_loggers
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_flops
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_flops_with_torch_profiler
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.initialize_weights
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.scale_img
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.make_divisible
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.copy_attr
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.get_latest_opset
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.intersect_dicts
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.is_parallel
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.de_parallel
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.one_cycle
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.init_seeds
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.strip_optimizer
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.convert_optimizer_state_dict_to_fp16
|
||||
|
||||
<br><br>
|
||||
<br><br><hr><br>
|
||||
|
||||
## ::: ultralytics.utils.torch_utils.profile
|
||||
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@ keywords: Ultralytics, TritonRemoteModel, Triton Inference Server, model client,
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/triton.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/triton.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/triton.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.triton.TritonRemoteModel
|
||||
|
||||
|
|
|
|||
|
|
@ -9,7 +9,7 @@ keywords: Ultralytics, tuner, hyperparameter tuning, Ray Tune, YOLO, machine lea
|
|||
|
||||
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tuner.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/tuner.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/utils/tuner.py) 🛠️. Thank you 🙏!
|
||||
|
||||
<br><br>
|
||||
<br>
|
||||
|
||||
## ::: ultralytics.utils.tuner.run_ray_tune
|
||||
|
||||
|
|
|
|||
Loading…
Add table
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Reference in a new issue