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