Update docs metadata (#3781)
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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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## auto_annotate
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### ::: ultralytics.data.annotator.auto_annotate
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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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## BaseTransform
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### ::: ultralytics.data.augment.BaseTransform
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## classify_albumentations
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### ::: ultralytics.data.augment.classify_albumentations
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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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## BaseDataset
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### ::: ultralytics.data.base.BaseDataset
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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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## InfiniteDataLoader
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### ::: ultralytics.data.build.InfiniteDataLoader
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## load_inference_source
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### ::: ultralytics.data.build.load_inference_source
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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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## coco91_to_coco80_class
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### ::: ultralytics.data.converter.coco91_to_coco80_class
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## delete_dsstore
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### ::: ultralytics.data.converter.delete_dsstore
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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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## YOLODataset
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### ::: ultralytics.data.dataset.YOLODataset
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## SemanticDataset
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### ::: ultralytics.data.dataset.SemanticDataset
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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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## SourceTypes
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### ::: ultralytics.data.loaders.SourceTypes
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## get_best_youtube_url
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### ::: ultralytics.data.loaders.get_best_youtube_url
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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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## HUBDatasetStats
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### ::: ultralytics.data.utils.HUBDatasetStats
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## autosplit
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### ::: ultralytics.data.utils.autosplit
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<br><br>
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