Struct opencv::face::Facemark

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pub struct Facemark { /* private fields */ }
Expand description

Abstract base class for all facemark models

To utilize this API in your program, please take a look at the [tutorial_table_of_content_facemark]

§Description

Facemark is a base class which provides universal access to any specific facemark algorithm. Therefore, the users should declare a desired algorithm before they can use it in their application.

Here is an example on how to declare a facemark algorithm:

// Using Facemark in your code:
Ptr<Facemark> facemark = createFacemarkLBF();

The typical pipeline for facemark detection is as follows:

  • Load the trained model using Facemark::loadModel.
  • Perform the fitting on an image via Facemark::fit.

Trait Implementations§

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impl AlgorithmTrait for Facemark

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fn as_raw_mut_Algorithm(&mut self) -> *mut c_void

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fn clear(&mut self) -> Result<()>

Clears the algorithm state
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fn read(&mut self, fn_: &impl FileNodeTraitConst) -> Result<()>

Reads algorithm parameters from a file storage
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impl AlgorithmTraitConst for Facemark

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fn as_raw_Algorithm(&self) -> *const c_void

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fn write(&self, fs: &mut impl FileStorageTrait) -> Result<()>

Stores algorithm parameters in a file storage
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fn write_1(&self, fs: &mut impl FileStorageTrait, name: &str) -> Result<()>

Stores algorithm parameters in a file storage Read more
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fn write_with_name(&self, fs: &Ptr<FileStorage>, name: &str) -> Result<()>

@deprecated Read more
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fn write_with_name_def(&self, fs: &Ptr<FileStorage>) -> Result<()>

👎Deprecated:

§Note

Deprecated: ## Note This alternative version of AlgorithmTraitConst::write_with_name function uses the following default values for its arguments: Read more
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fn empty(&self) -> Result<bool>

Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read
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fn save(&self, filename: &str) -> Result<()>

Saves the algorithm to a file. In order to make this method work, the derived class must implement Algorithm::write(FileStorage& fs).
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fn get_default_name(&self) -> Result<String>

Returns the algorithm string identifier. This string is used as top level xml/yml node tag when the object is saved to a file or string.
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impl Boxed for Facemark

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unsafe fn from_raw(ptr: <Facemark as OpenCVFromExtern>::ExternReceive) -> Self

Wrap the specified raw pointer Read more
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fn into_raw(self) -> <Facemark as OpenCVTypeExternContainer>::ExternSendMut

Return the underlying raw pointer while consuming this wrapper. Read more
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fn as_raw(&self) -> <Facemark as OpenCVTypeExternContainer>::ExternSend

Return the underlying raw pointer. Read more
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fn as_raw_mut( &mut self ) -> <Facemark as OpenCVTypeExternContainer>::ExternSendMut

Return the underlying mutable raw pointer Read more
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impl Debug for Facemark

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Drop for Facemark

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fn drop(&mut self)

Executes the destructor for this type. Read more
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impl FacemarkTrait for Facemark

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fn as_raw_mut_Facemark(&mut self) -> *mut c_void

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fn load_model(&mut self, model: &str) -> Result<()>

A function to load the trained model before the fitting process. Read more
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fn fit( &mut self, image: &impl ToInputArray, faces: &impl ToInputArray, landmarks: &mut impl ToOutputArray ) -> Result<bool>

Detect facial landmarks from an image. Read more
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impl FacemarkTraitConst for Facemark

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impl From<Facemark> for Algorithm

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fn from(s: Facemark) -> Self

Converts to this type from the input type.
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impl From<FacemarkAAM> for Facemark

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fn from(s: FacemarkAAM) -> Self

Converts to this type from the input type.
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impl From<FacemarkKazemi> for Facemark

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fn from(s: FacemarkKazemi) -> Self

Converts to this type from the input type.
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impl From<FacemarkLBF> for Facemark

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fn from(s: FacemarkLBF) -> Self

Converts to this type from the input type.
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impl From<FacemarkTrain> for Facemark

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fn from(s: FacemarkTrain) -> Self

Converts to this type from the input type.
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impl TryFrom<Facemark> for FacemarkAAM

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type Error = Error

The type returned in the event of a conversion error.
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fn try_from(s: Facemark) -> Result<Self>

Performs the conversion.
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impl TryFrom<Facemark> for FacemarkKazemi

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type Error = Error

The type returned in the event of a conversion error.
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fn try_from(s: Facemark) -> Result<Self>

Performs the conversion.
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impl TryFrom<Facemark> for FacemarkLBF

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type Error = Error

The type returned in the event of a conversion error.
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fn try_from(s: Facemark) -> Result<Self>

Performs the conversion.
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impl TryFrom<Facemark> for FacemarkTrain

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type Error = Error

The type returned in the event of a conversion error.
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fn try_from(s: Facemark) -> Result<Self>

Performs the conversion.
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impl Send for Facemark

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<Mat> ModifyInplace for Mat
where Mat: Boxed,

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unsafe fn modify_inplace<Res>( &mut self, f: impl FnOnce(&Mat, &mut Mat) -> Res ) -> Res

Helper function to call OpenCV functions that allow in-place modification of a Mat or another similar object. By passing a mutable reference to the Mat to this function your closure will get called with the read reference and a write references to the same Mat. This is of course unsafe as it breaks the Rust aliasing rules, but it might be useful for some performance sensitive operations. One example of an OpenCV function that allows such in-place modification is imgproc::threshold. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.