Docstrings arguments cleanup (#3229)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

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

@@ -3,42 +3,42 @@ description: 'Ultralytics YOLO Docs: Learn about stream loaders for image and te
 keywords: Ultralytics YOLO, data loaders, stream load images, screenshots, tensor data, autocast list, youtube URL retriever
 ---
 
-# SourceTypes
+## SourceTypes
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.SourceTypes
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.SourceTypes
 <br><br>
 
-# LoadStreams
+## LoadStreams
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadStreams
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.LoadStreams
 <br><br>
 
-# LoadScreenshots
+## LoadScreenshots
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadScreenshots
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.LoadScreenshots
 <br><br>
 
-# LoadImages
+## LoadImages
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadImages
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.LoadImages
 <br><br>
 
-# LoadPilAndNumpy
+## LoadPilAndNumpy
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadPilAndNumpy
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.LoadPilAndNumpy
 <br><br>
 
-# LoadTensor
+## LoadTensor
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.LoadTensor
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.LoadTensor
 <br><br>
 
-# autocast_list
+## autocast_list
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.autocast_list
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.autocast_list
 <br><br>
 
-# get_best_youtube_url
+## get_best_youtube_url
 ---
-:::ultralytics.yolo.data.dataloaders.stream_loaders.get_best_youtube_url
+### ::: ultralytics.yolo.data.dataloaders.stream_loaders.get_best_youtube_url
 <br><br>

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

@@ -3,87 +3,87 @@ description: Enhance image data with Albumentations CenterCrop, normalize, augme
 keywords: YOLO, object detection, data loaders, V5 augmentations, CenterCrop, normalize, random_perspective
 ---
 
-# Albumentations
+## Albumentations
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations
 <br><br>
 
-# LetterBox
+## LetterBox
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox
 <br><br>
 
-# CenterCrop
+## CenterCrop
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop
 <br><br>
 
-# ToTensor
+## ToTensor
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor
 <br><br>
 
-# normalize
+## normalize
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.normalize
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.normalize
 <br><br>
 
-# denormalize
+## denormalize
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.denormalize
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.denormalize
 <br><br>
 
-# augment_hsv
+## augment_hsv
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv
 <br><br>
 
-# hist_equalize
+## hist_equalize
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize
 <br><br>
 
-# replicate
+## replicate
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.replicate
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.replicate
 <br><br>
 
-# letterbox
+## letterbox
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.letterbox
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.letterbox
 <br><br>
 
-# random_perspective
+## random_perspective
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective
 <br><br>
 
-# copy_paste
+## copy_paste
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste
 <br><br>
 
-# cutout
+## cutout
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.cutout
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.cutout
 <br><br>
 
-# mixup
+## mixup
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.mixup
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.mixup
 <br><br>
 
-# box_candidates
+## box_candidates
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates
 <br><br>
 
-# classify_albumentations
+## classify_albumentations
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations
 <br><br>
 
-# classify_transforms
+## classify_transforms
 ---
-:::ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms
+### ::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms
 <br><br>

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

@@ -3,92 +3,92 @@ description: Efficiently load images and labels to models using Ultralytics YOLO
 keywords: YOLO, data loader, image classification, object detection, Ultralytics
 ---
 
-# InfiniteDataLoader
+## InfiniteDataLoader
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.InfiniteDataLoader
+### ::: ultralytics.yolo.data.dataloaders.v5loader.InfiniteDataLoader
 <br><br>
 
-# _RepeatSampler
+## _RepeatSampler
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader._RepeatSampler
+### ::: ultralytics.yolo.data.dataloaders.v5loader._RepeatSampler
 <br><br>
 
-# LoadScreenshots
+## LoadScreenshots
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.LoadScreenshots
+### ::: ultralytics.yolo.data.dataloaders.v5loader.LoadScreenshots
 <br><br>
 
-# LoadImages
+## LoadImages
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.LoadImages
+### ::: ultralytics.yolo.data.dataloaders.v5loader.LoadImages
 <br><br>
 
-# LoadStreams
+## LoadStreams
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.LoadStreams
+### ::: ultralytics.yolo.data.dataloaders.v5loader.LoadStreams
 <br><br>
 
-# LoadImagesAndLabels
+## LoadImagesAndLabels
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.LoadImagesAndLabels
+### ::: ultralytics.yolo.data.dataloaders.v5loader.LoadImagesAndLabels
 <br><br>
 
-# ClassificationDataset
+## ClassificationDataset
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.ClassificationDataset
+### ::: ultralytics.yolo.data.dataloaders.v5loader.ClassificationDataset
 <br><br>
 
-# get_hash
+## get_hash
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.get_hash
+### ::: ultralytics.yolo.data.dataloaders.v5loader.get_hash
 <br><br>
 
-# exif_size
+## exif_size
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.exif_size
+### ::: ultralytics.yolo.data.dataloaders.v5loader.exif_size
 <br><br>
 
-# exif_transpose
+## exif_transpose
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.exif_transpose
+### ::: ultralytics.yolo.data.dataloaders.v5loader.exif_transpose
 <br><br>
 
-# seed_worker
+## seed_worker
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.seed_worker
+### ::: ultralytics.yolo.data.dataloaders.v5loader.seed_worker
 <br><br>
 
-# create_dataloader
+## create_dataloader
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.create_dataloader
+### ::: ultralytics.yolo.data.dataloaders.v5loader.create_dataloader
 <br><br>
 
-# img2label_paths
+## img2label_paths
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.img2label_paths
+### ::: ultralytics.yolo.data.dataloaders.v5loader.img2label_paths
 <br><br>
 
-# flatten_recursive
+## flatten_recursive
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.flatten_recursive
+### ::: ultralytics.yolo.data.dataloaders.v5loader.flatten_recursive
 <br><br>
 
-# extract_boxes
+## extract_boxes
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.extract_boxes
+### ::: ultralytics.yolo.data.dataloaders.v5loader.extract_boxes
 <br><br>
 
-# autosplit
+## autosplit
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.autosplit
+### ::: ultralytics.yolo.data.dataloaders.v5loader.autosplit
 <br><br>
 
-# verify_image_label
+## verify_image_label
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.verify_image_label
+### ::: ultralytics.yolo.data.dataloaders.v5loader.verify_image_label
 <br><br>
 
-# create_classification_dataloader
+## create_classification_dataloader
 ---
-:::ultralytics.yolo.data.dataloaders.v5loader.create_classification_dataloader
+### ::: ultralytics.yolo.data.dataloaders.v5loader.create_classification_dataloader
 <br><br>