onnxruntime::download::vision::image_manipulation

Enum ImageManipulation

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pub enum ImageManipulation {
    SuperResolution,
    FastNeuralStyleTransfer(FastNeuralStyleTransferStyle),
}
Expand description

Image Manipulation

Image manipulation models use neural networks to transform input images to modified output images. Some popular models in this category involve style transfer or enhancing images by increasing resolution.

Source: https://github.com/onnx/models#image_manipulation

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SuperResolution

Super Resolution

The Super Resolution machine learning model sharpens and upscales the input image to refine the details and improve quality.

Source: https://github.com/onnx/models/tree/master/vision/super_resolution/sub_pixel_cnn_2016

Variant downloaded: ONNX Version 1.5 with Opset Version 10.

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FastNeuralStyleTransfer(FastNeuralStyleTransferStyle)

Fast Neural Style Transfer

This artistic style transfer model mixes the content of an image with the style of another image. Examples of the styles can be seen in this PyTorch example.

Source: https://github.com/onnx/models/tree/master/vision/style_transfer/fast_neural_style

Trait Implementations§

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impl Clone for ImageManipulation

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fn clone(&self) -> ImageManipulation

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for ImageManipulation

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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 From<ImageManipulation> for AvailableOnnxModel

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fn from(model: ImageManipulation) -> Self

Converts to this type from the input type.

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impl<T> Any for T
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where T: ?Sized,

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fn borrow(&self) -> &T

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

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dst: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

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type Owned = T

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fn to_owned(&self) -> T

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fn clone_into(&self, target: &mut T)

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type Error = Infallible

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

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