RandomRotation¶

class
torchvision.transforms.
RandomRotation
(degrees, interpolation=<InterpolationMode.NEAREST: 'nearest'>, expand=False, center=None, fill=0, resample=None)[source]¶ Rotate the image by angle. If the image is torch Tensor, it is expected to have […, H, W] shape, where … means an arbitrary number of leading dimensions.
 Parameters
degrees (sequence or number) – Range of degrees to select from. If degrees is a number instead of sequence like (min, max), the range of degrees will be (degrees, +degrees).
interpolation (InterpolationMode) – Desired interpolation enum defined by
torchvision.transforms.InterpolationMode
. Default isInterpolationMode.NEAREST
. If input is Tensor, onlyInterpolationMode.NEAREST
,InterpolationMode.BILINEAR
are supported. For backward compatibility integer values (e.g.PIL.Image[.Resampling].NEAREST
) are still accepted, but deprecated since 0.13 and will be removed in 0.15. Please use InterpolationMode enum.expand (bool, optional) – Optional expansion flag. If true, expands the output to make it large enough to hold the entire rotated image. If false or omitted, make the output image the same size as the input image. Note that the expand flag assumes rotation around the center and no translation.
center (sequence, optional) – Optional center of rotation, (x, y). Origin is the upper left corner. Default is the center of the image.
fill (sequence or number) – Pixel fill value for the area outside the rotated image. Default is
0
. If given a number, the value is used for all bands respectively.resample (int, optional) –
Warning
This parameter was deprecated in
0.12
and will be removed in0.14
. Please useinterpolation
instead.
Examples using
RandomRotation
:Illustration of transforms