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FaceDetector

iris::face

Struct FaceDetector 

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pub struct FaceDetector<B: Backend> { /* private fields */ }
Expand description

Face detector utilizing a Burn-backed neural network model.

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impl<B: Backend> FaceDetector<B>

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pub fn new(model: OnnxModel<B>) -> Self

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pub fn pretrained(device: &B::Device) -> Result<Self>

Loads a FaceDetector with default pretrained weights implicitly.

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pub fn from_onnx(path: impl AsRef<Path>, device: &B::Device) -> Result<Self>

Loads a FaceDetector from an ONNX model.

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pub fn from_safetensors( path: impl AsRef<Path>, device: &B::Device, ) -> Result<Self>

Loads a FaceDetector from a Safetensors model.

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pub fn from_burn(path: impl AsRef<Path>, device: &B::Device) -> Result<Self>

Loads a FaceDetector from a native Burn model.

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pub fn detect(&self, image: &Image<B>) -> Result<Vec<Face>>

Detects faces in an image.

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impl<B: Backend> Default for FaceDetector<B>

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl<B> Freeze for FaceDetector<B>
where <B as BackendTypes>::Device: Freeze,

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impl<B> RefUnwindSafe for FaceDetector<B>
where <B as BackendTypes>::Device: RefUnwindSafe,

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impl<B> Send for FaceDetector<B>

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impl<B> Sync for FaceDetector<B>

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impl<B> Unpin for FaceDetector<B>
where <B as BackendTypes>::Device: Unpin,

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impl<B> UnsafeUnpin for FaceDetector<B>
where <B as BackendTypes>::Device: UnsafeUnpin,

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impl<B> UnwindSafe for FaceDetector<B>
where <B as BackendTypes>::Device: UnwindSafe,

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.
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impl<T> Any for T
where T: 'static + ?Sized,

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where T: ?Sized,

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