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VisionEncoder

oxirs_embed::vision_language_graph::encoders

Struct VisionEncoder 

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pub struct VisionEncoder {
    pub config: VisionEncoderConfig,
    pub cnn_parameters: HashMap<String, Array4<f32>>,
    pub vit_parameters: HashMap<String, Array2<f32>>,
    pub projection: Array2<f32>,
}

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§config: VisionEncoderConfig§cnn_parameters: HashMap<String, Array4<f32>>

CNN backbone parameters

§vit_parameters: HashMap<String, Array2<f32>>

Vision transformer parameters

§projection: Array2<f32>

Projection layer

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impl VisionEncoder

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pub fn new(config: VisionEncoderConfig) -> Self

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pub fn encode_image(&self, image: &Array3<f32>) -> Result<Array1<f32>>

Encode image to visual embeddings

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impl Clone for VisionEncoder

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fn clone(&self) -> VisionEncoder

Returns a duplicate 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 VisionEncoder

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

Formats the value using the given formatter. Read more

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🔬This is a nightly-only experimental API. (clone_to_uninit)
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