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99 lines
1.7 KiB
99 lines
1.7 KiB
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description: Detailed exploration into Ultralytics data augmentation methods including BaseTransform, MixUp, LetterBox, ToTensor, and more for enhancing model performance. |
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keywords: Ultralytics, Data Augmentation, BaseTransform, MixUp, RandomHSV, LetterBox, Albumentations, classify_transforms, classify_albumentations |
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## BaseTransform |
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### ::: ultralytics.data.augment.BaseTransform |
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## Compose |
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### ::: ultralytics.data.augment.Compose |
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## BaseMixTransform |
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### ::: ultralytics.data.augment.BaseMixTransform |
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## Mosaic |
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### ::: ultralytics.data.augment.Mosaic |
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## MixUp |
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### ::: ultralytics.data.augment.MixUp |
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## RandomPerspective |
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### ::: ultralytics.data.augment.RandomPerspective |
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## RandomHSV |
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### ::: ultralytics.data.augment.RandomHSV |
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## RandomFlip |
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### ::: ultralytics.data.augment.RandomFlip |
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## LetterBox |
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### ::: ultralytics.data.augment.LetterBox |
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## CopyPaste |
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### ::: ultralytics.data.augment.CopyPaste |
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## Albumentations |
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### ::: ultralytics.data.augment.Albumentations |
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## Format |
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### ::: ultralytics.data.augment.Format |
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## ClassifyLetterBox |
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### ::: ultralytics.data.augment.ClassifyLetterBox |
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## CenterCrop |
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### ::: ultralytics.data.augment.CenterCrop |
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## ToTensor |
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### ::: ultralytics.data.augment.ToTensor |
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## v8_transforms |
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### ::: ultralytics.data.augment.v8_transforms |
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## classify_transforms |
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### ::: ultralytics.data.augment.classify_transforms |
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## hsv2colorjitter |
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### ::: ultralytics.data.augment.hsv2colorjitter |
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## classify_albumentations |
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### ::: ultralytics.data.augment.classify_albumentations |
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