Struct ImageNormalize

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pub struct ImageNormalize { /* private fields */ }

Expand description

Normalizes an image with per-channel mean and std.

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impl ImageNormalize

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pub fn new(mean: Vec<f32>, std: Vec<f32>) -> Self

Creates a new ImageNormalize with per-channel mean and std.

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pub fn imagenet() -> Self

Creates normalization for ImageNet pretrained models.

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pub fn mnist() -> Self

Creates normalization for MNIST (single channel).

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pub fn cifar10() -> Self

Creates normalization for CIFAR-10.

Trait Implementations§

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impl Transform for ImageNormalize

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fn apply(&self, input: &Tensor<f32>) -> Tensor<f32>

Applies the transform to a tensor.

Auto Trait Implementations§

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impl UnwindSafe for ImageNormalize

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