Glenn Jocher 7565210484
ultralytics 8.0.149 add Open Images V7 training ()
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: AdiEcho <30563671+AdiEcho@users.noreply.github.com>
2023-08-07 01:19:51 +02:00

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

Full source code for 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). Help us fix any issues you see by submitting a [Pull Request](https://docs.ultralytics.com/help/contributing/) 🛠️. 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