docs/en/reference/utils/callbacks/comet.md

---
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`

!!! success "Improvements"

    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/comet.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/utils/callbacks/comet.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — 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._resume_or_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

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## ::: ultralytics.utils.callbacks.comet._extract_segmentation_annotation

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## ::: ultralytics.utils.callbacks.comet._fetch_annotations

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## ::: ultralytics.utils.callbacks.comet._create_prediction_metadata_map

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## ::: ultralytics.utils.callbacks.comet._log_confusion_matrix

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## ::: ultralytics.utils.callbacks.comet._log_images

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## ::: ultralytics.utils.callbacks.comet._log_image_predictions

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## ::: ultralytics.utils.callbacks.comet._log_plots

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## ::: ultralytics.utils.callbacks.comet._log_model

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## ::: ultralytics.utils.callbacks.comet._log_image_batches

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## ::: ultralytics.utils.callbacks.comet._log_asset

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## ::: ultralytics.utils.callbacks.comet._log_table

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## ::: ultralytics.utils.callbacks.comet.on_pretrain_routine_start

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## ::: ultralytics.utils.callbacks.comet.on_train_epoch_end

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## ::: ultralytics.utils.callbacks.comet.on_fit_epoch_end

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## ::: ultralytics.utils.callbacks.comet.on_train_end

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