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| 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 |
BaseTransform
::: ultralytics.data.augment.BaseTransform
Compose
::: ultralytics.data.augment.Compose
BaseMixTransform
::: ultralytics.data.augment.BaseMixTransform
Mosaic
::: ultralytics.data.augment.Mosaic
MixUp
::: ultralytics.data.augment.MixUp
RandomPerspective
::: ultralytics.data.augment.RandomPerspective
RandomHSV
::: ultralytics.data.augment.RandomHSV
RandomFlip
::: ultralytics.data.augment.RandomFlip
LetterBox
::: ultralytics.data.augment.LetterBox
CopyPaste
::: ultralytics.data.augment.CopyPaste
Albumentations
::: ultralytics.data.augment.Albumentations
Format
::: ultralytics.data.augment.Format
ClassifyLetterBox
::: ultralytics.data.augment.ClassifyLetterBox
CenterCrop
::: ultralytics.data.augment.CenterCrop
ToTensor
::: ultralytics.data.augment.ToTensor
v8_transforms
::: ultralytics.data.augment.v8_transforms
classify_transforms
::: ultralytics.data.augment.classify_transforms
hsv2colorjitter
::: ultralytics.data.augment.hsv2colorjitter
classify_albumentations
::: ultralytics.data.augment.classify_albumentations
