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YOLOv8-16bit/docs/reference/yolo/data/augment.md

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description keywords
Use Ultralytics YOLO Data Augmentation transforms with Base, MixUp, and Albumentations for object detection and classification. YOLO, data augmentation, transforms, BaseTransform, MixUp, RandomHSV, Albumentations, ToTensor, classify_transforms, classify_albumentations

BaseTransform

::: ultralytics.yolo.data.augment.BaseTransform



Compose

::: ultralytics.yolo.data.augment.Compose



BaseMixTransform

::: ultralytics.yolo.data.augment.BaseMixTransform



Mosaic

::: ultralytics.yolo.data.augment.Mosaic



MixUp

::: ultralytics.yolo.data.augment.MixUp



RandomPerspective

::: ultralytics.yolo.data.augment.RandomPerspective



RandomHSV

::: ultralytics.yolo.data.augment.RandomHSV



RandomFlip

::: ultralytics.yolo.data.augment.RandomFlip



LetterBox

::: ultralytics.yolo.data.augment.LetterBox



CopyPaste

::: ultralytics.yolo.data.augment.CopyPaste



Albumentations

::: ultralytics.yolo.data.augment.Albumentations



Format

::: ultralytics.yolo.data.augment.Format



ClassifyLetterBox

::: ultralytics.yolo.data.augment.ClassifyLetterBox



CenterCrop

::: ultralytics.yolo.data.augment.CenterCrop



ToTensor

::: ultralytics.yolo.data.augment.ToTensor



v8_transforms

::: ultralytics.yolo.data.augment.v8_transforms



classify_transforms

::: ultralytics.yolo.data.augment.classify_transforms



hsv2colorjitter

::: ultralytics.yolo.data.augment.hsv2colorjitter



classify_albumentations

::: ultralytics.yolo.data.augment.classify_albumentations