---
description: Use Ultralytics YOLO Data Augmentation transforms with Base, MixUp, and Albumentations for object detection and classification.
---
# 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
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:::ultralytics.yolo.data.augment.Format
# ClassifyLetterBox
---
:::ultralytics.yolo.data.augment.ClassifyLetterBox
# CenterCrop
---
:::ultralytics.yolo.data.augment.CenterCrop
# ToTensor
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:::ultralytics.yolo.data.augment.ToTensor
# v8_transforms
---
:::ultralytics.yolo.data.augment.v8_transforms
# classify_transforms
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:::ultralytics.yolo.data.augment.classify_transforms
# classify_albumentations
---
:::ultralytics.yolo.data.augment.classify_albumentations