ultralytics 8.0.79 expand Docs reference section (#2053)

Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Fri3dChicken <87434761+AmoghDhaliwal@users.noreply.github.com>

docs/reference/yolo/data/augment.md

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+# BaseTransform
+---
+:::ultralytics.yolo.data.augment.BaseTransform
+<br><br>
+
+# Compose
+---
+:::ultralytics.yolo.data.augment.Compose
+<br><br>
+
+# BaseMixTransform
+---
+:::ultralytics.yolo.data.augment.BaseMixTransform
+<br><br>
+
+# Mosaic
+---
+:::ultralytics.yolo.data.augment.Mosaic
+<br><br>
+
+# MixUp
+---
+:::ultralytics.yolo.data.augment.MixUp
+<br><br>
+
+# RandomPerspective
+---
+:::ultralytics.yolo.data.augment.RandomPerspective
+<br><br>
+
+# RandomHSV
+---
+:::ultralytics.yolo.data.augment.RandomHSV
+<br><br>
+
+# RandomFlip
+---
+:::ultralytics.yolo.data.augment.RandomFlip
+<br><br>
+
+# LetterBox
+---
+:::ultralytics.yolo.data.augment.LetterBox
+<br><br>
+
+# CopyPaste
+---
+:::ultralytics.yolo.data.augment.CopyPaste
+<br><br>
+
+# Albumentations
+---
+:::ultralytics.yolo.data.augment.Albumentations
+<br><br>
+
+# Format
+---
+:::ultralytics.yolo.data.augment.Format
+<br><br>
+
+# ClassifyLetterBox
+---
+:::ultralytics.yolo.data.augment.ClassifyLetterBox
+<br><br>
+
+# CenterCrop
+---
+:::ultralytics.yolo.data.augment.CenterCrop
+<br><br>
+
+# ToTensor
+---
+:::ultralytics.yolo.data.augment.ToTensor
+<br><br>
+
+# v8_transforms
+---
+:::ultralytics.yolo.data.augment.v8_transforms
+<br><br>
+
+# classify_transforms
+---
+:::ultralytics.yolo.data.augment.classify_transforms
+<br><br>
+
+# classify_albumentations
+---
+:::ultralytics.yolo.data.augment.classify_albumentations
+<br><br>

docs/reference/yolo/data/base.md

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+# BaseDataset
+---
+:::ultralytics.yolo.data.base.BaseDataset
+<br><br>

docs/reference/yolo/data/build.md

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+# InfiniteDataLoader
+---
+:::ultralytics.yolo.data.build.InfiniteDataLoader
+<br><br>
+
+# _RepeatSampler
+---
+:::ultralytics.yolo.data.build._RepeatSampler
+<br><br>
+
+# seed_worker
+---
+:::ultralytics.yolo.data.build.seed_worker
+<br><br>
+
+# build_dataloader
+---
+:::ultralytics.yolo.data.build.build_dataloader
+<br><br>
+
+# build_classification_dataloader
+---
+:::ultralytics.yolo.data.build.build_classification_dataloader
+<br><br>
+
+# check_source
+---
+:::ultralytics.yolo.data.build.check_source
+<br><br>
+
+# load_inference_source
+---
+:::ultralytics.yolo.data.build.load_inference_source
+<br><br>

docs/reference/yolo/data/dataloaders/stream_loaders.md

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+# SourceTypes
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.SourceTypes
+<br><br>
+
+# LoadStreams
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadStreams
+<br><br>
+
+# LoadScreenshots
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadScreenshots
+<br><br>
+
+# LoadImages
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadImages
+<br><br>
+
+# LoadPilAndNumpy
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadPilAndNumpy
+<br><br>
+
+# LoadTensor
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadTensor
+<br><br>
+
+# autocast_list
+---
+:::ultralytics.yolo.data.dataloaders.stream_loaders.autocast_list
+<br><br>

docs/reference/yolo/data/dataloaders/v5augmentations.md

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+# Albumentations
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations
+<br><br>
+
+# LetterBox
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox
+<br><br>
+
+# CenterCrop
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop
+<br><br>
+
+# ToTensor
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor
+<br><br>
+
+# normalize
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.normalize
+<br><br>
+
+# denormalize
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.denormalize
+<br><br>
+
+# augment_hsv
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv
+<br><br>
+
+# hist_equalize
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize
+<br><br>
+
+# replicate
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.replicate
+<br><br>
+
+# letterbox
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.letterbox
+<br><br>
+
+# random_perspective
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective
+<br><br>
+
+# copy_paste
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste
+<br><br>
+
+# cutout
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.cutout
+<br><br>
+
+# mixup
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.mixup
+<br><br>
+
+# box_candidates
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates
+<br><br>
+
+# classify_albumentations
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations
+<br><br>
+
+# classify_transforms
+---
+:::ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms
+<br><br>

docs/reference/yolo/data/dataloaders/v5loader.md

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+# InfiniteDataLoader
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.InfiniteDataLoader
+<br><br>
+
+# _RepeatSampler
+---
+:::ultralytics.yolo.data.dataloaders.v5loader._RepeatSampler
+<br><br>
+
+# LoadScreenshots
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.LoadScreenshots
+<br><br>
+
+# LoadImages
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.LoadImages
+<br><br>
+
+# LoadStreams
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.LoadStreams
+<br><br>
+
+# LoadImagesAndLabels
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.LoadImagesAndLabels
+<br><br>
+
+# ClassificationDataset
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.ClassificationDataset
+<br><br>
+
+# get_hash
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.get_hash
+<br><br>
+
+# exif_size
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.exif_size
+<br><br>
+
+# exif_transpose
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.exif_transpose
+<br><br>
+
+# seed_worker
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.seed_worker
+<br><br>
+
+# create_dataloader
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.create_dataloader
+<br><br>
+
+# img2label_paths
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.img2label_paths
+<br><br>
+
+# flatten_recursive
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.flatten_recursive
+<br><br>
+
+# extract_boxes
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.extract_boxes
+<br><br>
+
+# autosplit
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.autosplit
+<br><br>
+
+# verify_image_label
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.verify_image_label
+<br><br>
+
+# create_classification_dataloader
+---
+:::ultralytics.yolo.data.dataloaders.v5loader.create_classification_dataloader
+<br><br>

docs/reference/yolo/data/dataset.md

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+# YOLODataset
+---
+:::ultralytics.yolo.data.dataset.YOLODataset
+<br><br>
+
+# ClassificationDataset
+---
+:::ultralytics.yolo.data.dataset.ClassificationDataset
+<br><br>
+
+# SemanticDataset
+---
+:::ultralytics.yolo.data.dataset.SemanticDataset
+<br><br>

docs/reference/yolo/data/dataset_wrappers.md

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+# MixAndRectDataset
+---
+:::ultralytics.yolo.data.dataset_wrappers.MixAndRectDataset
+<br><br>

docs/reference/yolo/data/utils.md

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+# HUBDatasetStats
+---
+:::ultralytics.yolo.data.utils.HUBDatasetStats
+<br><br>
+
+# img2label_paths
+---
+:::ultralytics.yolo.data.utils.img2label_paths
+<br><br>
+
+# get_hash
+---
+:::ultralytics.yolo.data.utils.get_hash
+<br><br>
+
+# exif_size
+---
+:::ultralytics.yolo.data.utils.exif_size
+<br><br>
+
+# verify_image_label
+---
+:::ultralytics.yolo.data.utils.verify_image_label
+<br><br>
+
+# polygon2mask
+---
+:::ultralytics.yolo.data.utils.polygon2mask
+<br><br>
+
+# polygons2masks
+---
+:::ultralytics.yolo.data.utils.polygons2masks
+<br><br>
+
+# polygons2masks_overlap
+---
+:::ultralytics.yolo.data.utils.polygons2masks_overlap
+<br><br>
+
+# check_det_dataset
+---
+:::ultralytics.yolo.data.utils.check_det_dataset
+<br><br>
+
+# check_cls_dataset
+---
+:::ultralytics.yolo.data.utils.check_cls_dataset
+<br><br>
+
+# compress_one_image
+---
+:::ultralytics.yolo.data.utils.compress_one_image
+<br><br>
+
+# delete_dsstore
+---
+:::ultralytics.yolo.data.utils.delete_dsstore
+<br><br>
+
+# zip_directory
+---
+:::ultralytics.yolo.data.utils.zip_directory
+<br><br>