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mindspore2022/docs/api/api_python/mindspore.dataset.vision.rst

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  1. mindspore.dataset.vision

  2. ===================================

  3. 

  4. his module is to support vision augmentations. It includes two parts: c_transforms and py_transforms. C_transforms is a high performance image augmentation module which is developed with c++ opencv. Py_transforms provide more kinds of image augmentations which are developed with Python PIL.

  5. 

  6. Common imported modules in corresponding API examples are as follows:

  7. 

  8. .. code-block::

  9. 

  10.     import mindspore.dataset.vision.c_transforms as c_vision

  11.     import mindspore.dataset.vision.py_transforms as py_vision

  12.     from mindspore.dataset.transforms import c_transforms

  13. 

  14. mindspore.dataset.vision.c_transforms

  15. ------------------------------------------------

  16. 

  17. .. mscnautosummary::

  18.     :toctree: dataset_vision

  19.     :nosignatures:

  20.     :template: classtemplate.rst

  21. 

  22.     mindspore.dataset.vision.c_transforms.AutoContrast

  23.     mindspore.dataset.vision.c_transforms.BoundingBoxAugment

  24.     mindspore.dataset.vision.c_transforms.CenterCrop

  25.     mindspore.dataset.vision.c_transforms.ConvertColor

  26.     mindspore.dataset.vision.c_transforms.Crop

  27.     mindspore.dataset.vision.c_transforms.CutMixBatch

  28.     mindspore.dataset.vision.c_transforms.CutOut

  29.     mindspore.dataset.vision.c_transforms.Decode

  30.     mindspore.dataset.vision.c_transforms.Equalize

  31.     mindspore.dataset.vision.c_transforms.GaussianBlur

  32.     mindspore.dataset.vision.c_transforms.HorizontalFlip

  33.     mindspore.dataset.vision.c_transforms.HWC2CHW

  34.     mindspore.dataset.vision.c_transforms.Invert

  35.     mindspore.dataset.vision.c_transforms.MixUpBatch

  36.     mindspore.dataset.vision.c_transforms.Normalize

  37.     mindspore.dataset.vision.c_transforms.NormalizePad

  38.     mindspore.dataset.vision.c_transforms.Pad

  39.     mindspore.dataset.vision.c_transforms.RandomAffine

  40.     mindspore.dataset.vision.c_transforms.RandomColor

  41.     mindspore.dataset.vision.c_transforms.RandomColorAdjust

  42.     mindspore.dataset.vision.c_transforms.RandomCrop

  43.     mindspore.dataset.vision.c_transforms.RandomCropDecodeResize

  44.     mindspore.dataset.vision.c_transforms.RandomCropWithBBox

  45.     mindspore.dataset.vision.c_transforms.RandomHorizontalFlip

  46.     mindspore.dataset.vision.c_transforms.RandomHorizontalFlipWithBBox

  47.     mindspore.dataset.vision.c_transforms.RandomPosterize

  48.     mindspore.dataset.vision.c_transforms.RandomResize

  49.     mindspore.dataset.vision.c_transforms.RandomResizedCrop

  50.     mindspore.dataset.vision.c_transforms.RandomResizedCropWithBBox

  51.     mindspore.dataset.vision.c_transforms.RandomResizeWithBBox

  52.     mindspore.dataset.vision.c_transforms.RandomRotation

  53.     mindspore.dataset.vision.c_transforms.RandomSelectSubpolicy

  54.     mindspore.dataset.vision.c_transforms.RandomSharpness

  55.     mindspore.dataset.vision.c_transforms.RandomSolarize

  56.     mindspore.dataset.vision.c_transforms.RandomVerticalFlip

  57.     mindspore.dataset.vision.c_transforms.RandomVerticalFlipWithBBox

  58.     mindspore.dataset.vision.c_transforms.Rescale

  59.     mindspore.dataset.vision.c_transforms.Resize

  60.     mindspore.dataset.vision.c_transforms.ResizeWithBBox

  61.     mindspore.dataset.vision.c_transforms.Rotate

  62.     mindspore.dataset.vision.c_transforms.SlicePatches

  63.     mindspore.dataset.vision.c_transforms.SoftDvppDecodeRandomCropResizeJpeg

  64.     mindspore.dataset.vision.c_transforms.SoftDvppDecodeResizeJpeg

  65.     mindspore.dataset.vision.c_transforms.UniformAugment

  66.     mindspore.dataset.vision.c_transforms.VerticalFlip

  67. 

  68. mindspore.dataset.vision.py_transforms

  69. -------------------------------------------------

  70. 

  71. .. mscnautosummary::

  72.     :toctree: dataset_vision

  73.     :nosignatures:

  74.     :template: classtemplate.rst

  75. 

  76.     mindspore.dataset.vision.py_transforms.AutoContrast

  77.     mindspore.dataset.vision.py_transforms.CenterCrop

  78.     mindspore.dataset.vision.py_transforms.Cutout

  79.     mindspore.dataset.vision.py_transforms.Decode

  80.     mindspore.dataset.vision.py_transforms.Equalize

  81.     mindspore.dataset.vision.py_transforms.FiveCrop

  82.     mindspore.dataset.vision.py_transforms.Grayscale

  83.     mindspore.dataset.vision.py_transforms.HsvToRgb

  84.     mindspore.dataset.vision.py_transforms.HWC2CHW

  85.     mindspore.dataset.vision.py_transforms.Invert

  86.     mindspore.dataset.vision.py_transforms.LinearTransformation

  87.     mindspore.dataset.vision.py_transforms.MixUp

  88.     mindspore.dataset.vision.py_transforms.Normalize

  89.     mindspore.dataset.vision.py_transforms.NormalizePad

  90.     mindspore.dataset.vision.py_transforms.Pad

  91.     mindspore.dataset.vision.py_transforms.RandomAffine

  92.     mindspore.dataset.vision.py_transforms.RandomColor

  93.     mindspore.dataset.vision.py_transforms.RandomColorAdjust

  94.     mindspore.dataset.vision.py_transforms.RandomCrop

  95.     mindspore.dataset.vision.py_transforms.RandomErasing

  96.     mindspore.dataset.vision.py_transforms.RandomGrayscale

  97.     mindspore.dataset.vision.py_transforms.RandomHorizontalFlip

  98.     mindspore.dataset.vision.py_transforms.RandomPerspective

  99.     mindspore.dataset.vision.py_transforms.RandomResizedCrop

  100.     mindspore.dataset.vision.py_transforms.RandomRotation

  101.     mindspore.dataset.vision.py_transforms.RandomSharpness

  102.     mindspore.dataset.vision.py_transforms.RandomVerticalFlip

  103.     mindspore.dataset.vision.py_transforms.Resize

  104.     mindspore.dataset.vision.py_transforms.RgbToHsv

  105.     mindspore.dataset.vision.py_transforms.TenCrop

  106.     mindspore.dataset.vision.py_transforms.ToPIL

  107.     mindspore.dataset.vision.py_transforms.ToTensor

  108.     mindspore.dataset.vision.py_transforms.ToType

  109.     mindspore.dataset.vision.py_transforms.UniformAugment

  110. 

  111. mindspore.dataset.vision.utils

  112. -------------------------------

  113. 

  114. .. mscnautosummary::

  115.     :toctree: dataset_vision

  116.     :nosignatures:

  117.     :template: classtemplate.rst

  118. 

  119.     mindspore.dataset.vision.Border

  120.     mindspore.dataset.vision.ConvertMode

  121.     mindspore.dataset.vision.ImageBatchFormat

  122.     mindspore.dataset.vision.Inter

  123.     mindspore.dataset.vision.SliceMode