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

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description
Enhance image data with Albumentations CenterCrop, normalize, augment_hsv, replicate, random_perspective, cutout, & box_candidates.

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