Add Chinese Modes and Tasks Docs (#6274)
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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14
docs/en/reference/data/annotator.md
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14
docs/en/reference/data/annotator.md
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---
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description: Enhance your machine learning model with Ultralytics’ auto_annotate function. Simplify data annotation for improved model training.
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keywords: Ultralytics, Auto-Annotate, Machine Learning, AI, Annotation, Data Processing, Model Training
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---
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# Reference for `ultralytics/data/annotator.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/annotator.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/annotator.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/data/annotator.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.annotator.auto_annotate
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<br><br>
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86
docs/en/reference/data/augment.md
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docs/en/reference/data/augment.md
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---
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description: Detailed exploration into Ultralytics data augmentation methods including BaseTransform, MixUp, LetterBox, ToTensor, and more for enhancing model performance.
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keywords: Ultralytics, Data Augmentation, BaseTransform, MixUp, RandomHSV, LetterBox, Albumentations, classify_transforms, classify_albumentations
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---
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# Reference for `ultralytics/data/augment.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/augment.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/augment.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/data/augment.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.augment.BaseTransform
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<br><br>
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---
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## ::: ultralytics.data.augment.Compose
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<br><br>
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---
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## ::: ultralytics.data.augment.BaseMixTransform
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<br><br>
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---
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## ::: ultralytics.data.augment.Mosaic
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<br><br>
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---
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## ::: ultralytics.data.augment.MixUp
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<br><br>
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---
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## ::: ultralytics.data.augment.RandomPerspective
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<br><br>
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---
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## ::: ultralytics.data.augment.RandomHSV
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<br><br>
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---
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## ::: ultralytics.data.augment.RandomFlip
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<br><br>
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---
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## ::: ultralytics.data.augment.LetterBox
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<br><br>
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---
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## ::: ultralytics.data.augment.CopyPaste
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<br><br>
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---
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## ::: ultralytics.data.augment.Albumentations
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<br><br>
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---
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## ::: ultralytics.data.augment.Format
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<br><br>
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---
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## ::: ultralytics.data.augment.ClassifyLetterBox
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<br><br>
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---
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## ::: ultralytics.data.augment.CenterCrop
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<br><br>
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---
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## ::: ultralytics.data.augment.ToTensor
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<br><br>
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---
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## ::: ultralytics.data.augment.v8_transforms
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<br><br>
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---
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## ::: ultralytics.data.augment.classify_transforms
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<br><br>
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---
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## ::: ultralytics.data.augment.hsv2colorjitter
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<br><br>
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---
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## ::: ultralytics.data.augment.classify_albumentations
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<br><br>
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14
docs/en/reference/data/base.md
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docs/en/reference/data/base.md
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---
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description: Explore BaseDataset in Ultralytics docs. Learn how this implementation simplifies dataset creation and manipulation.
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keywords: Ultralytics, docs, BaseDataset, data manipulation, dataset creation
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---
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# Reference for `ultralytics/data/base.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/base.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/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/data/base.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.base.BaseDataset
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<br><br>
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38
docs/en/reference/data/build.md
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docs/en/reference/data/build.md
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---
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description: Explore the Ultralytics YOLO v3 data build procedures, including the InfiniteDataLoader, seed_worker, build_dataloader, and load_inference_source.
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keywords: Ultralytics, YOLO v3, Data build, DataLoader, InfiniteDataLoader, seed_worker, build_dataloader, load_inference_source
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---
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# Reference for `ultralytics/data/build.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/build.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/build.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/data/build.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.build.InfiniteDataLoader
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<br><br>
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---
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## ::: ultralytics.data.build._RepeatSampler
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<br><br>
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---
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## ::: ultralytics.data.build.seed_worker
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<br><br>
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---
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## ::: ultralytics.data.build.build_yolo_dataset
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<br><br>
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---
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## ::: ultralytics.data.build.build_dataloader
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<br><br>
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---
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## ::: ultralytics.data.build.check_source
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<br><br>
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---
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## ::: ultralytics.data.build.load_inference_source
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<br><br>
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34
docs/en/reference/data/converter.md
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docs/en/reference/data/converter.md
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---
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description: Explore Ultralytics data converter functions like coco91_to_coco80_class, merge_multi_segment, rle2polygon for efficient data handling.
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keywords: Ultralytics, Data Converter, coco91_to_coco80_class, merge_multi_segment, rle2polygon
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---
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# Reference for `ultralytics/data/converter.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/converter.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/converter.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/data/converter.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.converter.coco91_to_coco80_class
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<br><br>
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---
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## ::: ultralytics.data.converter.coco80_to_coco91_class
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<br><br>
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---
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## ::: ultralytics.data.converter.convert_coco
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<br><br>
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---
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## ::: ultralytics.data.converter.convert_dota_to_yolo_obb
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<br><br>
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---
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## ::: ultralytics.data.converter.min_index
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<br><br>
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---
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## ::: ultralytics.data.converter.merge_multi_segment
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<br><br>
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docs/en/reference/data/dataset.md
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docs/en/reference/data/dataset.md
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---
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description: Explore the YOLODataset and SemanticDataset classes in YOLO data. Learn how to efficiently handle and manipulate your data with Ultralytics.
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keywords: Ultralytics, YOLO, YOLODataset, SemanticDataset, data handling, data manipulation
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---
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# Reference for `ultralytics/data/dataset.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/dataset.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/dataset.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/data/dataset.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.dataset.YOLODataset
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<br><br>
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---
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## ::: ultralytics.data.dataset.ClassificationDataset
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<br><br>
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---
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## ::: ultralytics.data.dataset.SemanticDataset
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<br><br>
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---
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## ::: ultralytics.data.dataset.load_dataset_cache_file
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<br><br>
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---
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## ::: ultralytics.data.dataset.save_dataset_cache_file
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<br><br>
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docs/en/reference/data/loaders.md
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docs/en/reference/data/loaders.md
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description: Find detailed guides on Ultralytics YOLO data loaders, including LoadStreams, LoadImages and LoadTensor. Learn how to get the best YouTube URLs.
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keywords: Ultralytics, data loaders, LoadStreams, LoadImages, LoadTensor, YOLO, YouTube URLs
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---
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# Reference for `ultralytics/data/loaders.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/loaders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/loaders.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/data/loaders.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.loaders.SourceTypes
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<br><br>
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---
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## ::: ultralytics.data.loaders.LoadStreams
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<br><br>
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---
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## ::: ultralytics.data.loaders.LoadScreenshots
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<br><br>
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---
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## ::: ultralytics.data.loaders.LoadImages
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<br><br>
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---
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## ::: ultralytics.data.loaders.LoadPilAndNumpy
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<br><br>
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## ::: ultralytics.data.loaders.LoadTensor
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<br><br>
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## ::: ultralytics.data.loaders.autocast_list
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<br><br>
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## ::: ultralytics.data.loaders.get_best_youtube_url
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<br><br>
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66
docs/en/reference/data/utils.md
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docs/en/reference/data/utils.md
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---
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description: Uncover a detailed guide to Ultralytics data utilities. Learn functions from img2label_paths to autosplit, all boosting your YOLO model’s efficiency.
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keywords: Ultralytics, data utils, YOLO, img2label_paths, exif_size, polygon2mask, polygons2masks_overlap, check_cls_dataset, delete_dsstore, autosplit
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---
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# Reference for `ultralytics/data/utils.py`
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!!! note
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This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/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/data/utils.py) 🛠️. Thank you 🙏!
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---
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## ::: ultralytics.data.utils.HUBDatasetStats
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<br><br>
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---
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## ::: ultralytics.data.utils.img2label_paths
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<br><br>
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---
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## ::: ultralytics.data.utils.get_hash
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<br><br>
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---
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## ::: ultralytics.data.utils.exif_size
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## ::: ultralytics.data.utils.verify_image
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## ::: ultralytics.data.utils.verify_image_label
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---
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## ::: ultralytics.data.utils.polygon2mask
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<br><br>
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---
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## ::: ultralytics.data.utils.polygons2masks
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---
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## ::: ultralytics.data.utils.polygons2masks_overlap
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<br><br>
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---
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## ::: ultralytics.data.utils.find_dataset_yaml
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---
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## ::: ultralytics.data.utils.check_det_dataset
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---
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## ::: ultralytics.data.utils.check_cls_dataset
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---
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## ::: ultralytics.data.utils.compress_one_image
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---
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## ::: ultralytics.data.utils.autosplit
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<br><br>
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