yolov8/docs/reference/yolo/data/dataloaders/v5augmentations.md

metadata

description: >-
  Enhance image data with Albumentations CenterCrop, normalize, augment_hsv,
  replicate, random_perspective, cutout, & box_candidates.
keywords: >-
  YOLO, object detection, data loaders, V5 augmentations, CenterCrop, normalize,
  random_perspective

Albumentations

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.Albumentations

LetterBox

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.LetterBox

CenterCrop

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.CenterCrop

ToTensor

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.ToTensor

normalize

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.normalize

denormalize

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.denormalize

augment_hsv

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.augment_hsv

hist_equalize

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.hist_equalize

replicate

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.replicate

letterbox

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.letterbox

random_perspective

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.random_perspective

copy_paste

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.copy_paste

cutout

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.cutout

mixup

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.mixup

box_candidates

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.box_candidates

classify_albumentations

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_albumentations

classify_transforms

---

::: ultralytics.yolo.data.dataloaders.v5augmentations.classify_transforms