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YOLOv8-16bit/docs/reference/yolo/data/dataloaders/v5augmentations.md

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description keywords
Enhance image data with Albumentations CenterCrop, normalize, augment_hsv, replicate, random_perspective, cutout, & box_candidates. YOLO, object detection, data loaders, V5 augmentations, CenterCrop, normalize, random_perspective

Albumentations

::: ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations



LetterBox

::: ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox



CenterCrop

::: ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop



ToTensor

::: ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor



normalize

::: ultralytics.yolo.data.dataloaders.v5augmentations.normalize



denormalize

::: ultralytics.yolo.data.dataloaders.v5augmentations.denormalize



augment_hsv

::: ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv



hist_equalize

::: ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize



replicate

::: ultralytics.yolo.data.dataloaders.v5augmentations.replicate



letterbox

::: ultralytics.yolo.data.dataloaders.v5augmentations.letterbox



random_perspective

::: ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective



copy_paste

::: ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste



cutout

::: ultralytics.yolo.data.dataloaders.v5augmentations.cutout



mixup

::: ultralytics.yolo.data.dataloaders.v5augmentations.mixup



box_candidates

::: ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates



classify_albumentations

::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations



classify_transforms

::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms