forked from mindspore-Ecosystem/mindspore
132 lines
5.9 KiB
ReStructuredText
132 lines
5.9 KiB
ReStructuredText
mindspore.dataset.vision
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===================================
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此模块用于图像数据增强，包括 `c_transforms` 和 `py_transforms` 两个子模块。
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`c_transforms` 是使用 C++ OpenCv 开发的高性能图像增强模块。
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`py_transforms` 是使用 Python Pillow 开发的图像增强模块。
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API样例中常用的导入模块如下：
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.. code-block::
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import mindspore.dataset.vision.c_transforms as c_vision
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import mindspore.dataset.vision.py_transforms as py_vision
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from mindspore.dataset.transforms import c_transforms
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常用数据处理术语说明如下：
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- TensorOperation，所有C++实现的数据处理操作的基类。
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- PyTensorOperation，所有Python实现的数据处理操作的基类。
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- ImageTensorOperation，所有图像数据处理操作的基类，派生自TensorOperation。
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mindspore.dataset.vision.c_transforms
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------------------------------------------------
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.. mscnautosummary::
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:toctree: dataset_vision
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.vision.c_transforms.AutoContrast
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mindspore.dataset.vision.c_transforms.BoundingBoxAugment
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mindspore.dataset.vision.c_transforms.CenterCrop
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mindspore.dataset.vision.c_transforms.ConvertColor
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mindspore.dataset.vision.c_transforms.Crop
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mindspore.dataset.vision.c_transforms.CutMixBatch
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mindspore.dataset.vision.c_transforms.CutOut
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mindspore.dataset.vision.c_transforms.Decode
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mindspore.dataset.vision.c_transforms.Equalize
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mindspore.dataset.vision.c_transforms.GaussianBlur
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mindspore.dataset.vision.c_transforms.HorizontalFlip
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mindspore.dataset.vision.c_transforms.HWC2CHW
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mindspore.dataset.vision.c_transforms.Invert
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mindspore.dataset.vision.c_transforms.MixUpBatch
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mindspore.dataset.vision.c_transforms.Normalize
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mindspore.dataset.vision.c_transforms.NormalizePad
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mindspore.dataset.vision.c_transforms.Pad
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mindspore.dataset.vision.c_transforms.RandomAffine
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mindspore.dataset.vision.c_transforms.RandomColor
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mindspore.dataset.vision.c_transforms.RandomColorAdjust
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mindspore.dataset.vision.c_transforms.RandomCrop
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mindspore.dataset.vision.c_transforms.RandomCropDecodeResize
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mindspore.dataset.vision.c_transforms.RandomCropWithBBox
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mindspore.dataset.vision.c_transforms.RandomHorizontalFlip
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mindspore.dataset.vision.c_transforms.RandomHorizontalFlipWithBBox
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mindspore.dataset.vision.c_transforms.RandomPosterize
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mindspore.dataset.vision.c_transforms.RandomResize
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mindspore.dataset.vision.c_transforms.RandomResizedCrop
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mindspore.dataset.vision.c_transforms.RandomResizedCropWithBBox
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mindspore.dataset.vision.c_transforms.RandomResizeWithBBox
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mindspore.dataset.vision.c_transforms.RandomRotation
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mindspore.dataset.vision.c_transforms.RandomSelectSubpolicy
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mindspore.dataset.vision.c_transforms.RandomSharpness
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mindspore.dataset.vision.c_transforms.RandomSolarize
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mindspore.dataset.vision.c_transforms.RandomVerticalFlip
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mindspore.dataset.vision.c_transforms.RandomVerticalFlipWithBBox
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mindspore.dataset.vision.c_transforms.Rescale
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mindspore.dataset.vision.c_transforms.Resize
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mindspore.dataset.vision.c_transforms.ResizeWithBBox
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mindspore.dataset.vision.c_transforms.Rotate
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mindspore.dataset.vision.c_transforms.SlicePatches
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mindspore.dataset.vision.c_transforms.SoftDvppDecodeRandomCropResizeJpeg
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mindspore.dataset.vision.c_transforms.SoftDvppDecodeResizeJpeg
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mindspore.dataset.vision.c_transforms.UniformAugment
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mindspore.dataset.vision.c_transforms.VerticalFlip
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mindspore.dataset.vision.py_transforms
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-------------------------------------------------
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.. mscnautosummary::
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:toctree: dataset_vision
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.vision.py_transforms.AutoContrast
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mindspore.dataset.vision.py_transforms.CenterCrop
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mindspore.dataset.vision.py_transforms.Cutout
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mindspore.dataset.vision.py_transforms.Decode
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mindspore.dataset.vision.py_transforms.Equalize
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mindspore.dataset.vision.py_transforms.FiveCrop
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mindspore.dataset.vision.py_transforms.Grayscale
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mindspore.dataset.vision.py_transforms.HsvToRgb
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mindspore.dataset.vision.py_transforms.HWC2CHW
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mindspore.dataset.vision.py_transforms.Invert
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mindspore.dataset.vision.py_transforms.LinearTransformation
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mindspore.dataset.vision.py_transforms.MixUp
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mindspore.dataset.vision.py_transforms.Normalize
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mindspore.dataset.vision.py_transforms.NormalizePad
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mindspore.dataset.vision.py_transforms.Pad
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mindspore.dataset.vision.py_transforms.RandomAffine
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mindspore.dataset.vision.py_transforms.RandomColor
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mindspore.dataset.vision.py_transforms.RandomColorAdjust
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mindspore.dataset.vision.py_transforms.RandomCrop
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mindspore.dataset.vision.py_transforms.RandomErasing
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mindspore.dataset.vision.py_transforms.RandomGrayscale
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mindspore.dataset.vision.py_transforms.RandomHorizontalFlip
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mindspore.dataset.vision.py_transforms.RandomPerspective
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mindspore.dataset.vision.py_transforms.RandomResizedCrop
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mindspore.dataset.vision.py_transforms.RandomRotation
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mindspore.dataset.vision.py_transforms.RandomSharpness
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mindspore.dataset.vision.py_transforms.RandomVerticalFlip
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mindspore.dataset.vision.py_transforms.Resize
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mindspore.dataset.vision.py_transforms.RgbToHsv
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mindspore.dataset.vision.py_transforms.TenCrop
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mindspore.dataset.vision.py_transforms.ToPIL
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mindspore.dataset.vision.py_transforms.ToTensor
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mindspore.dataset.vision.py_transforms.ToType
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mindspore.dataset.vision.py_transforms.UniformAugment
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mindspore.dataset.vision.utils
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-------------------------------
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.. mscnautosummary::
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:toctree: dataset_vision
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.vision.Border
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mindspore.dataset.vision.ConvertMode
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mindspore.dataset.vision.ImageBatchFormat
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mindspore.dataset.vision.Inter
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mindspore.dataset.vision.SliceMode
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