Transforms

In this section are defined the classes to transform an image or a video.

Note

Lots of transforms are based on Torchvision transforms v2

• Augment
  • CutMix
  • MixUp
  • RandomErasing
  • JPEG
• Auto-Augment
  • AugMix
  • AutoAugment
  • RandAugment
  • TrivialAugmentWide
• Color
  • ColorJitter
  • Grayscale
  • RandomAdjustSharpness
  • RandomAutocontrast
  • RandomChannelPermutation
  • RandomColorJitter
  • RandomEqualize
  • RandomGrayscale
  • RandomInvert
  • RandomPhotometricDistort
  • RandomPosterize
  • RandomSolarize
  • RGB
• Container
  • Compose
  • RandomApply
  • RandomChoice
  • RandomOrder
  • SequentialTransform
• Geometry
  • CenterCrop
  • ElasticTransform
  • FiveCrop
  • Pad
  • RandomAffine
  • RandomCrop
  • RandomHorizontalFlip
  • RandomIoUCrop
  • RandomPerspective
  • RandomResize
  • RandomResizedCrop
  • RandomRotation
  • RandomShortestSize
  • RandomVerticalFlip
  • RandomZoomOut
  • Resize
  • ScaleJitter
  • TenCrop
• Meta
  • ClampBoundingBoxes
  • ConvertBoundingBoxFormat
• Misc
  • GaussianBlur
  • Identity
  • Lambda
  • LinearTransformation
  • Normalize
  • RandomGaussianBlur
  • SanitizeBoundingBoxes
  • ToDtype
• Temporal
  • UniformTemporalSubsample
• Transform
  • RandomApplyTransform
  • Transform
• Type Conversion
  • ToBatchImages
  • ToImage
  • ToPureTensor