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---
description: Use Ultralytics YOLO Data Augmentation transforms with Base, MixUp, and Albumentations for object detection and classification.
keywords: YOLO, data augmentation, transforms, BaseTransform, MixUp, RandomHSV, Albumentations, ToTensor, classify_transforms, classify_albumentations
---
## BaseTransform
---
### ::: ultralytics.yolo.data.augment.BaseTransform
<br><br>
## Compose
---
### ::: ultralytics.yolo.data.augment.Compose
<br><br>
## BaseMixTransform
---
### ::: ultralytics.yolo.data.augment.BaseMixTransform
<br><br>
## Mosaic
---
### ::: ultralytics.yolo.data.augment.Mosaic
<br><br>
## MixUp
---
### ::: ultralytics.yolo.data.augment.MixUp
<br><br>
## RandomPerspective
---
### ::: ultralytics.yolo.data.augment.RandomPerspective
<br><br>
## RandomHSV
---
### ::: ultralytics.yolo.data.augment.RandomHSV
<br><br>
## RandomFlip
---
### ::: ultralytics.yolo.data.augment.RandomFlip
<br><br>
## LetterBox
---
### ::: ultralytics.yolo.data.augment.LetterBox
<br><br>
## CopyPaste
---
### ::: ultralytics.yolo.data.augment.CopyPaste
<br><br>
## Albumentations
---
### ::: ultralytics.yolo.data.augment.Albumentations
<br><br>
## Format
---
### ::: ultralytics.yolo.data.augment.Format
<br><br>
## ClassifyLetterBox
---
### ::: ultralytics.yolo.data.augment.ClassifyLetterBox
<br><br>
## CenterCrop
---
### ::: ultralytics.yolo.data.augment.CenterCrop
<br><br>
## ToTensor
---
### ::: ultralytics.yolo.data.augment.ToTensor
<br><br>
## v8_transforms
---
### ::: ultralytics.yolo.data.augment.v8_transforms
<br><br>
## classify_transforms
---
### ::: ultralytics.yolo.data.augment.classify_transforms
<br><br>
## hsv2colorjitter
---
### ::: ultralytics.yolo.data.augment.hsv2colorjitter
<br><br>
## classify_albumentations
---
### ::: ultralytics.yolo.data.augment.classify_albumentations
<br><br>
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