ultralytics-ascend/docs/reference/yolo/data/dataloaders/v5augmentations.md

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

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

LetterBox

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

CenterCrop

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

ToTensor

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

normalize

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

denormalize

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

augment_hsv

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

hist_equalize

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

replicate

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

letterbox

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

random_perspective

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

copy_paste

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

cutout

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

mixup

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

box_candidates

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

classify_albumentations

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

classify_transforms

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