mirror of
https://github.com/THU-MIG/yolov10.git
synced 2025-05-24 22:54:21 +08:00
f702b34a50
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Yaofu <voipman@sina.cn> Co-authored-by: Umit Kacar, PhD <kacarumit.phd@gmail.com>
85 lines
1.8 KiB
Markdown
85 lines
1.8 KiB
Markdown
---
|
|
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>
|