2022-04-25 12:55:14 +08:00
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mindspore.dataset.transforms
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============================
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2022-11-22 13:52:02 +08:00
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General
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--------
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2022-04-25 12:55:14 +08:00
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.. automodule:: mindspore.dataset.transforms
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2022-06-07 15:50:32 +08:00
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Transforms
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2022-11-22 13:52:02 +08:00
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^^^^^^^^^^^
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2022-04-25 12:55:14 +08:00
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.. autosummary::
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:toctree: dataset_transforms
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:nosignatures:
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:template: classtemplate.rst
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2022-06-07 15:50:32 +08:00
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mindspore.dataset.transforms.Compose
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mindspore.dataset.transforms.Concatenate
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mindspore.dataset.transforms.Duplicate
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mindspore.dataset.transforms.Fill
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mindspore.dataset.transforms.Mask
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mindspore.dataset.transforms.OneHot
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mindspore.dataset.transforms.PadEnd
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mindspore.dataset.transforms.RandomApply
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mindspore.dataset.transforms.RandomChoice
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mindspore.dataset.transforms.RandomOrder
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mindspore.dataset.transforms.Slice
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mindspore.dataset.transforms.TypeCast
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mindspore.dataset.transforms.Unique
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2022-04-25 12:55:14 +08:00
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2022-06-14 19:44:33 +08:00
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Utilities
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2022-11-22 13:52:02 +08:00
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^^^^^^^^^^
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2022-04-25 12:55:14 +08:00
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.. autosummary::
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:toctree: dataset_transforms
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:nosignatures:
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:template: classtemplate.rst
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2022-06-07 15:50:32 +08:00
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mindspore.dataset.transforms.Relational
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2022-11-22 13:52:02 +08:00
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Vision
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-------
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.. automodule:: mindspore.dataset.vision
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Transforms
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^^^^^^^^^^^
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.. autosummary::
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:toctree: dataset_vision
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:nosignatures:
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:template: classtemplate.rst
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.AdjustBrightness
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mindspore.dataset.vision.AdjustContrast
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.AdjustGamma
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.AdjustHue
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mindspore.dataset.vision.AdjustSaturation
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mindspore.dataset.vision.AdjustSharpness
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mindspore.dataset.vision.Affine
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.AutoAugment
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mindspore.dataset.vision.AutoContrast
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mindspore.dataset.vision.BoundingBoxAugment
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mindspore.dataset.vision.CenterCrop
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mindspore.dataset.vision.ConvertColor
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mindspore.dataset.vision.Crop
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mindspore.dataset.vision.CutMixBatch
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mindspore.dataset.vision.CutOut
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mindspore.dataset.vision.Decode
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mindspore.dataset.vision.Equalize
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.Erase
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.FiveCrop
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mindspore.dataset.vision.GaussianBlur
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mindspore.dataset.vision.Grayscale
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mindspore.dataset.vision.HorizontalFlip
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mindspore.dataset.vision.HsvToRgb
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mindspore.dataset.vision.HWC2CHW
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mindspore.dataset.vision.Invert
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mindspore.dataset.vision.LinearTransformation
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mindspore.dataset.vision.MixUp
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mindspore.dataset.vision.MixUpBatch
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mindspore.dataset.vision.Normalize
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mindspore.dataset.vision.NormalizePad
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mindspore.dataset.vision.Pad
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mindspore.dataset.vision.PadToSize
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.Perspective
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mindspore.dataset.vision.Posterize
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mindspore.dataset.vision.RandAugment
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.RandomAdjustSharpness
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mindspore.dataset.vision.RandomAffine
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mindspore.dataset.vision.RandomAutoContrast
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mindspore.dataset.vision.RandomColor
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mindspore.dataset.vision.RandomColorAdjust
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mindspore.dataset.vision.RandomCrop
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mindspore.dataset.vision.RandomCropDecodeResize
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mindspore.dataset.vision.RandomCropWithBBox
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mindspore.dataset.vision.RandomEqualize
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mindspore.dataset.vision.RandomErasing
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mindspore.dataset.vision.RandomGrayscale
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mindspore.dataset.vision.RandomHorizontalFlip
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mindspore.dataset.vision.RandomHorizontalFlipWithBBox
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mindspore.dataset.vision.RandomInvert
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mindspore.dataset.vision.RandomLighting
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mindspore.dataset.vision.RandomPerspective
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mindspore.dataset.vision.RandomPosterize
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mindspore.dataset.vision.RandomResizedCrop
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mindspore.dataset.vision.RandomResizedCropWithBBox
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mindspore.dataset.vision.RandomResize
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mindspore.dataset.vision.RandomResizeWithBBox
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mindspore.dataset.vision.RandomRotation
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mindspore.dataset.vision.RandomSelectSubpolicy
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mindspore.dataset.vision.RandomSharpness
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mindspore.dataset.vision.RandomSolarize
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mindspore.dataset.vision.RandomVerticalFlip
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mindspore.dataset.vision.RandomVerticalFlipWithBBox
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mindspore.dataset.vision.Rescale
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mindspore.dataset.vision.Resize
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.ResizedCrop
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.ResizeWithBBox
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mindspore.dataset.vision.RgbToHsv
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mindspore.dataset.vision.Rotate
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mindspore.dataset.vision.SlicePatches
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.Solarize
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.TenCrop
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mindspore.dataset.vision.ToNumpy
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mindspore.dataset.vision.ToPIL
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mindspore.dataset.vision.ToTensor
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mindspore.dataset.vision.ToType
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.vision.TrivialAugmentWide
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.vision.UniformAugment
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mindspore.dataset.vision.VerticalFlip
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Utilities
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^^^^^^^^^^
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.. autosummary::
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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.AutoAugmentPolicy
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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.ImageReadMode
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mindspore.dataset.vision.Inter
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mindspore.dataset.vision.SliceMode
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mindspore.dataset.vision.encode_jpeg
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mindspore.dataset.vision.encode_png
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mindspore.dataset.vision.get_image_num_channels
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mindspore.dataset.vision.get_image_size
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mindspore.dataset.vision.read_file
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mindspore.dataset.vision.read_image
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mindspore.dataset.vision.write_file
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mindspore.dataset.vision.write_jpeg
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mindspore.dataset.vision.write_png
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Text
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-----
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.. automodule:: mindspore.dataset.text
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Transforms
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^^^^^^^^^^^
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.. msnoteautosummary::
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:toctree: dataset_text
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:nosignatures:
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:template: classtemplate.rst
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2022-11-24 21:32:54 +08:00
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mindspore.dataset.text.AddToken
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.text.BasicTokenizer
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mindspore.dataset.text.BertTokenizer
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mindspore.dataset.text.CaseFold
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mindspore.dataset.text.FilterWikipediaXML
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mindspore.dataset.text.JiebaTokenizer
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mindspore.dataset.text.Lookup
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mindspore.dataset.text.Ngram
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mindspore.dataset.text.NormalizeUTF8
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mindspore.dataset.text.PythonTokenizer
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mindspore.dataset.text.RegexReplace
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mindspore.dataset.text.RegexTokenizer
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mindspore.dataset.text.SentencePieceTokenizer
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mindspore.dataset.text.SlidingWindow
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mindspore.dataset.text.ToNumber
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mindspore.dataset.text.ToVectors
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2022-11-28 18:28:22 +08:00
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mindspore.dataset.text.Truncate
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.text.TruncateSequencePair
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mindspore.dataset.text.UnicodeCharTokenizer
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mindspore.dataset.text.UnicodeScriptTokenizer
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mindspore.dataset.text.WhitespaceTokenizer
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mindspore.dataset.text.WordpieceTokenizer
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Utilities
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^^^^^^^^^^
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.. msnoteautosummary::
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:toctree: dataset_text
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.text.CharNGram
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mindspore.dataset.text.FastText
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mindspore.dataset.text.GloVe
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mindspore.dataset.text.JiebaMode
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mindspore.dataset.text.NormalizeForm
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mindspore.dataset.text.SentencePieceModel
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mindspore.dataset.text.SentencePieceVocab
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mindspore.dataset.text.SPieceTokenizerLoadType
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mindspore.dataset.text.SPieceTokenizerOutType
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mindspore.dataset.text.Vectors
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mindspore.dataset.text.Vocab
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mindspore.dataset.text.to_bytes
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mindspore.dataset.text.to_str
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Audio
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------
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.. automodule:: mindspore.dataset.audio
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Transforms
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^^^^^^^^^^^
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.. autosummary::
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:toctree: dataset_audio
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.audio.AllpassBiquad
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mindspore.dataset.audio.AmplitudeToDB
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mindspore.dataset.audio.Angle
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mindspore.dataset.audio.BandBiquad
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mindspore.dataset.audio.BandpassBiquad
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mindspore.dataset.audio.BandrejectBiquad
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mindspore.dataset.audio.BassBiquad
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mindspore.dataset.audio.Biquad
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mindspore.dataset.audio.ComplexNorm
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mindspore.dataset.audio.ComputeDeltas
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mindspore.dataset.audio.Contrast
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mindspore.dataset.audio.DBToAmplitude
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mindspore.dataset.audio.DCShift
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mindspore.dataset.audio.DeemphBiquad
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mindspore.dataset.audio.DetectPitchFrequency
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mindspore.dataset.audio.Dither
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mindspore.dataset.audio.EqualizerBiquad
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mindspore.dataset.audio.Fade
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2023-03-06 20:18:49 +08:00
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mindspore.dataset.audio.Filtfilt
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.audio.Flanger
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mindspore.dataset.audio.FrequencyMasking
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mindspore.dataset.audio.Gain
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mindspore.dataset.audio.GriffinLim
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mindspore.dataset.audio.HighpassBiquad
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mindspore.dataset.audio.InverseMelScale
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2022-12-13 12:36:37 +08:00
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mindspore.dataset.audio.InverseSpectrogram
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2022-11-26 16:08:06 +08:00
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mindspore.dataset.audio.LFCC
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.audio.LFilter
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mindspore.dataset.audio.LowpassBiquad
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mindspore.dataset.audio.Magphase
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mindspore.dataset.audio.MaskAlongAxis
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mindspore.dataset.audio.MaskAlongAxisIID
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mindspore.dataset.audio.MelScale
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2022-12-12 21:00:13 +08:00
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mindspore.dataset.audio.MelSpectrogram
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2022-12-08 16:59:22 +08:00
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mindspore.dataset.audio.MFCC
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.audio.MuLawDecoding
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mindspore.dataset.audio.MuLawEncoding
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mindspore.dataset.audio.Overdrive
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mindspore.dataset.audio.Phaser
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mindspore.dataset.audio.PhaseVocoder
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2022-12-13 19:15:03 +08:00
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mindspore.dataset.audio.PitchShift
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.audio.Resample
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mindspore.dataset.audio.RiaaBiquad
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mindspore.dataset.audio.SlidingWindowCmn
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mindspore.dataset.audio.SpectralCentroid
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mindspore.dataset.audio.Spectrogram
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mindspore.dataset.audio.TimeMasking
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mindspore.dataset.audio.TimeStretch
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mindspore.dataset.audio.TrebleBiquad
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mindspore.dataset.audio.Vad
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mindspore.dataset.audio.Vol
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Utilities
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^^^^^^^^^^
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.. autosummary::
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:toctree: dataset_audio
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:nosignatures:
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:template: classtemplate.rst
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mindspore.dataset.audio.BorderType
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mindspore.dataset.audio.DensityFunction
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mindspore.dataset.audio.FadeShape
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mindspore.dataset.audio.GainType
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mindspore.dataset.audio.Interpolation
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mindspore.dataset.audio.MelType
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mindspore.dataset.audio.Modulation
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mindspore.dataset.audio.NormMode
|
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mindspore.dataset.audio.NormType
|
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|
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mindspore.dataset.audio.ResampleMethod
|
|
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mindspore.dataset.audio.ScaleType
|
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mindspore.dataset.audio.WindowType
|
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mindspore.dataset.audio.create_dct
|
2023-03-06 20:18:49 +08:00
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mindspore.dataset.audio.linear_fbanks
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2022-11-22 13:52:02 +08:00
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mindspore.dataset.audio.melscale_fbanks
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