2024-09-08 14:08:46 +08:00

1.8 KiB

description, keywords
description keywords
Detailed exploration into Ultralytics data augmentation methods including BaseTransform, MixUp, LetterBox, ToTensor, and more for enhancing model performance. 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 🙏!



::: ultralytics.data.augment.BaseTransform



::: ultralytics.data.augment.Compose



::: ultralytics.data.augment.BaseMixTransform



::: ultralytics.data.augment.Mosaic



::: ultralytics.data.augment.MixUp



::: ultralytics.data.augment.RandomPerspective



::: ultralytics.data.augment.RandomHSV



::: ultralytics.data.augment.RandomFlip



::: ultralytics.data.augment.LetterBox



::: ultralytics.data.augment.CopyPaste



::: ultralytics.data.augment.Albumentations



::: ultralytics.data.augment.Format



::: ultralytics.data.augment.ClassifyLetterBox



::: ultralytics.data.augment.CenterCrop



::: ultralytics.data.augment.ToTensor



::: ultralytics.data.augment.v8_transforms



::: ultralytics.data.augment.classify_transforms



::: ultralytics.data.augment.hsv2colorjitter



::: ultralytics.data.augment.classify_albumentations