tfio.experimental.filter.gaussian

Apply Gaussian filter to image.

tfio.experimental.filter.gaussian(
    input, ksize, sigma, mode=None, constant_values=None, name=None
)

input A 4-D ([N, H, W, C]) Tensor.
ksize A scalar or 1-D [kx, ky] Tensor. Size of the Gaussian kernel. If scalar, then ksize will be broadcasted to 1-D [kx, ky].
sigma A scalar or 1-D [sx, sy] Tensor. Standard deviation for Gaussian kernel. If scalar, then sigma will be broadcasted to 1-D [sx, sy].
mode A string. One of "CONSTANT", "REFLECT", or "SYMMETRIC" (case-insensitive). Default "CONSTANT".
constant_values A scalar, the pad value to use in "CONSTANT" padding mode. Must be same type as input. Default 0.
name A name for the operation (optional).

A 4-D ([N, H, W, C]) Tensor.