Struct DecodedTensor

pub struct DecodedTensor(/* private fields */);

A thin wrapper around a Tensor that is guaranteed to not be compressed (never a jpeg).

All clones are shallow, like for Tensor.

Implementations

impl DecodedTensor

pub fn inner(&self) -> &Tensor

pub fn into_inner(self) -> Tensor

impl DecodedTensor

pub fn from_image( image: impl Into<DynamicImage>, ) -> Result<DecodedTensor, TensorImageLoadError>

Construct a tensor from something that can be turned into a image::DynamicImage.

Requires the image feature.

pub fn from_dynamic_image( image: DynamicImage, ) -> Result<DecodedTensor, TensorImageLoadError>

Construct a tensor from image::DynamicImage.

Requires the image feature.

pub fn try_decode( maybe_encoded_tensor: Tensor, ) -> Result<Self, TensorImageLoadError>

pub fn decode_jpeg_bytes( jpeg_bytes: &Buffer<u8>, [expected_height, expected_width, expected_channels]: [u64; 3], ) -> Result<DecodedTensor, TensorImageLoadError>

Methods from Deref<Target = Tensor>

pub fn id(&self) -> TensorId

pub fn shape(&self) -> &[TensorDimension]

pub fn shape_short(&self) -> &[TensorDimension]

Returns the shape of the tensor with all trailing dimensions of size 1 ignored.

If all dimension sizes are one, this returns only the first dimension.

pub fn num_dim(&self) -> usize

pub fn image_height_width_channels(&self) -> Option<[u64; 3]>

If the tensor can be interpreted as an image, return the height, width, and channels/depth of it.

pub fn is_shaped_like_an_image(&self) -> bool

Returns true if the tensor can be interpreted as an image.

pub fn is_vector(&self) -> bool

Returns true if either all dimensions have size 1 or only a single dimension has a size larger than 1.

Empty tensors return false.

pub fn meaning(&self) -> TensorDataMeaning

pub fn get_with_image_coords( &self, x: u64, y: u64, channel: u64, ) -> Option<TensorElement>

Query with x, y, channel indices.

Allows to query values for any image like tensor even if it has more or less dimensions than 3. (useful for sampling e.g. N x M x C x 1 tensor which is a valid image)

pub fn get(&self, index: &[u64]) -> Option<TensorElement>

pub fn dtype(&self) -> TensorDataType

pub fn size_in_bytes(&self) -> usize

pub fn could_be_dynamic_image(&self) -> bool

Predicts if Self::to_dynamic_image is likely to succeed, without doing anything expensive

pub fn to_dynamic_image(&self) -> Result<DynamicImage, TensorImageSaveError>

Try to convert an image-like tensor into an image::DynamicImage.

Trait Implementations

impl AsRef<Tensor> for DecodedTensor

fn as_ref(&self) -> &Tensor

Converts this type into a shared reference of the (usually inferred) input type.

impl Borrow<Tensor> for DecodedTensor

fn borrow(&self) -> &Tensor

Immutably borrows from an owned value.

impl Clone for DecodedTensor

fn clone(&self) -> DecodedTensor

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl TryFrom<Tensor> for DecodedTensor

type Error = Tensor

The type returned in the event of a conversion error.

fn try_from(tensor: Tensor) -> Result<Self, Tensor>

Performs the conversion.

impl Deref for DecodedTensor

type Target = Tensor

The resulting type after dereferencing.

fn deref(&self) -> &Tensor

Dereferences the value.