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docs/en/reference/data/augment.md

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+---
+description: Detailed exploration into Ultralytics data augmentation methods including BaseTransform, MixUp, LetterBox, ToTensor, and more for enhancing model performance.
+keywords: Ultralytics, Data Augmentation, BaseTransform, MixUp, RandomHSV, LetterBox, Albumentations, classify_transforms, classify_albumentations
+---
+
+# Reference for `ultralytics/data/augment.py`
+
+!!! Note
+
+    This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/augment.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/data/augment.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/data/augment.py) 🛠️. Thank you 🙏!
+
+<br><br>
+
+## ::: ultralytics.data.augment.BaseTransform
+
+<br><br>
+
+## ::: ultralytics.data.augment.Compose
+
+<br><br>
+
+## ::: ultralytics.data.augment.BaseMixTransform
+
+<br><br>
+
+## ::: ultralytics.data.augment.Mosaic
+
+<br><br>
+
+## ::: ultralytics.data.augment.MixUp
+
+<br><br>
+
+## ::: ultralytics.data.augment.RandomPerspective
+
+<br><br>
+
+## ::: ultralytics.data.augment.RandomHSV
+
+<br><br>
+
+## ::: ultralytics.data.augment.RandomFlip
+
+<br><br>
+
+## ::: ultralytics.data.augment.LetterBox
+
+<br><br>
+
+## ::: ultralytics.data.augment.CopyPaste
+
+<br><br>
+
+## ::: ultralytics.data.augment.Albumentations
+
+<br><br>
+
+## ::: ultralytics.data.augment.Format
+
+<br><br>
+
+## ::: ultralytics.data.augment.ClassifyLetterBox
+
+<br><br>
+
+## ::: ultralytics.data.augment.CenterCrop
+
+<br><br>
+
+## ::: ultralytics.data.augment.ToTensor
+
+<br><br>
+
+## ::: ultralytics.data.augment.v8_transforms
+
+<br><br>
+
+## ::: ultralytics.data.augment.classify_transforms
+
+<br><br>
+
+## ::: ultralytics.data.augment.classify_augmentations
+
+<br><br>