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90 lines
1.9 KiB
90 lines
1.9 KiB
---
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description: Enhance image data with Albumentations CenterCrop, normalize, augment_hsv, replicate, random_perspective, cutout, & box_candidates.
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keywords: YOLO, object detection, data loaders, V5 augmentations, CenterCrop, normalize, random_perspective
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---
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## Albumentations
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations
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<br><br>
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## LetterBox
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox
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<br><br>
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## CenterCrop
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop
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<br><br>
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## ToTensor
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor
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<br><br>
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## normalize
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.normalize
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<br><br>
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## denormalize
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.denormalize
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<br><br>
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## augment_hsv
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv
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<br><br>
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## hist_equalize
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize
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<br><br>
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## replicate
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.replicate
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<br><br>
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## letterbox
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.letterbox
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<br><br>
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## random_perspective
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective
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<br><br>
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## copy_paste
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste
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<br><br>
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## cutout
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.cutout
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<br><br>
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## mixup
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.mixup
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<br><br>
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## box_candidates
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates
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<br><br>
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## classify_albumentations
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations
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<br><br>
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## classify_transforms
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---
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### ::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms
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<br><br>
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