Warning: This project is deprecated. TensorFlow Addons has stopped development, The project will only be providing minimal maintenance releases until May 2024. See the full announcement here or on github.

tfa.image.euclidean_dist_transform

Applies euclidean distance transform(s) to the image(s).

tfa.image.euclidean_dist_transform(
    images: tfa.types.TensorLike,
    dtype: Type[tf.dtypes.DType] = tf.float32,
    name: Optional[str] = None
) -> tf.Tensor

Used in the notebooks

Used in the tutorials

Based on Distance Transforms of Sampled Functions.

images A tensor of shape (num_images, num_rows, num_columns, num_channels) (NHWC), or (num_rows, num_columns, num_channels) (HWC) or (num_rows, num_columns) (HW).
dtype tf.dtypes.DType of the output tensor.
name The name of the op.

Image(s) with the type dtype and same shape as images, with the transform applied. If a tensor of all ones is given as input, the output tensor will be filled with the max value of the dtype.

TypeError If image is not tf.uint8, or dtype is not floating point.