Trait BoolVisionOps 

pub trait BoolVisionOps: Backend {
    // Provided methods
    fn connected_components(
        img: BoolTensor<Self>,
        connectivity: Connectivity,
    ) -> IntTensor<Self> { ... }
    fn connected_components_with_stats(
        img: BoolTensor<Self>,
        connectivity: Connectivity,
        opts: ConnectedStatsOptions,
    ) -> (IntTensor<Self>, ConnectedStatsPrimitive<Self>) { ... }
    fn bool_erode(
        input: BoolTensor<Self>,
        kernel: BoolTensor<Self>,
        opts: MorphOptions<Self, Bool>,
    ) -> BoolTensor<Self> { ... }
    fn bool_dilate(
        input: BoolTensor<Self>,
        kernel: BoolTensor<Self>,
        opts: MorphOptions<Self, Bool>,
    ) -> BoolTensor<Self> { ... }
}

Vision ops on bool tensors

Provided Methods

fn connected_components( img: BoolTensor<Self>, connectivity: Connectivity, ) -> IntTensor<Self>

Computes the connected components labeled image of boolean image with 4 or 8 way connectivity - returns a tensor of the component label of each pixel.

img- The boolean image tensor in the format [batches, height, width]

fn connected_components_with_stats( img: BoolTensor<Self>, connectivity: Connectivity, opts: ConnectedStatsOptions, ) -> (IntTensor<Self>, ConnectedStatsPrimitive<Self>)

Computes the connected components labeled image of boolean image with 4 or 8 way connectivity and collects statistics on each component - returns a tensor of the component label of each pixel, along with stats collected for each component.

img- The boolean image tensor in the format [batches, height, width]

fn bool_erode( input: BoolTensor<Self>, kernel: BoolTensor<Self>, opts: MorphOptions<Self, Bool>, ) -> BoolTensor<Self>

Erodes an input tensor with the specified kernel.

fn bool_dilate( input: BoolTensor<Self>, kernel: BoolTensor<Self>, opts: MorphOptions<Self, Bool>, ) -> BoolTensor<Self>

Dilates an input tensor with the specified kernel.

Dyn Compatibility

This trait is not dyn compatible.

In older versions of Rust, dyn compatibility was called "object safety", so this trait is not object safe.

Implementations on Foreign Types

impl<B: FusionBackend + BoolVisionOps> BoolVisionOps for Fusion<B>

fn connected_components( img: BoolTensor<Self>, conn: Connectivity, ) -> IntTensor<Self>

fn connected_components_with_stats( img: BoolTensor<Self>, conn: Connectivity, opts: ConnectedStatsOptions, ) -> (IntTensor<Self>, ConnectedStatsPrimitive<Self>)

impl<E: FloatNdArrayElement, I: IntNdArrayElement, Q: QuantElement> BoolVisionOps for NdArray<E, I, Q>

where NdArrayTensor: From<SharedArray<E>> + From<SharedArray<I>>,

impl<R, F, I, BT> BoolVisionOps for CubeBackend<R, F, I, BT>

where R: CubeRuntime, F: FloatElement, I: IntElement, BT: BoolElement,

fn connected_components( img: BoolTensor<Self>, connectivity: Connectivity, ) -> IntTensor<Self>

fn connected_components_with_stats( img: BoolTensor<Self>, connectivity: Connectivity, opts: ConnectedStatsOptions, ) -> (IntTensor<Self>, ConnectedStatsPrimitive<Self>)

Implementors