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| description: Explore the integration of Comet callbacks in Ultralytics YOLO, enabling advanced logging and monitoring for your machine learning experiments. |
| keywords: Ultralytics, YOLO, Comet, callbacks, logging, machine learning, monitoring, integration |
| --- |
| |
| # Reference for `ultralytics/utils/callbacks/comet.py` |
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| !!! Note |
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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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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._get_comet_model_name |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._get_eval_batch_logging_interval |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._get_max_image_predictions_to_log |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._scale_confidence_score |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._should_log_confusion_matrix |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._should_log_image_predictions |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._get_experiment_type |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._create_experiment |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._fetch_trainer_metadata |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._scale_bounding_box_to_original_image_shape |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._format_ground_truth_annotations_for_detection |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._format_prediction_annotations_for_detection |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._fetch_annotations |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._create_prediction_metadata_map |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._log_confusion_matrix |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._log_images |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._log_image_predictions |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._log_plots |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet._log_model |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet.on_pretrain_routine_start |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet.on_train_epoch_end |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet.on_fit_epoch_end |
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| <br><br><hr><br> |
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| ## ::: ultralytics.utils.callbacks.comet.on_train_end |
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| <br><br> |
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