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