__init__.py 1.39 KB
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from torchvision.transforms import AutoAugmentPolicy, InterpolationMode  # usort: skip

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from . import functional  # usort: skip
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from ._transform import Transform  # usort: skip

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from ._augment import CutMix, MixUp, RandomErasing
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from ._auto_augment import AugMix, AutoAugment, RandAugment, TrivialAugmentWide
from ._color import (
    ColorJitter,
    Grayscale,
    RandomAdjustSharpness,
    RandomAutocontrast,
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    RandomChannelPermutation,
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    RandomEqualize,
    RandomGrayscale,
    RandomInvert,
    RandomPhotometricDistort,
    RandomPosterize,
    RandomSolarize,
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    RGB,
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)
from ._container import Compose, RandomApply, RandomChoice, RandomOrder
from ._geometry import (
    CenterCrop,
    ElasticTransform,
    FiveCrop,
    Pad,
    RandomAffine,
    RandomCrop,
    RandomHorizontalFlip,
    RandomIoUCrop,
    RandomPerspective,
    RandomResize,
    RandomResizedCrop,
    RandomRotation,
    RandomShortestSize,
    RandomVerticalFlip,
    RandomZoomOut,
    Resize,
    ScaleJitter,
    TenCrop,
)
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from ._meta import ClampBoundingBoxes, ConvertBoundingBoxFormat
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from ._misc import (
    ConvertImageDtype,
    GaussianBlur,
    Identity,
    Lambda,
    LinearTransformation,
    Normalize,
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    SanitizeBoundingBoxes,
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    ToDtype,
)
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from ._temporal import UniformTemporalSubsample
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from ._type_conversion import PILToTensor, ToImage, ToPILImage, ToPureTensor
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from ._deprecated import ToTensor  # usort: skip