Struct AugmentationConfig

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pub struct AugmentationConfig {
    pub horizontal_flip: bool,
    pub vertical_flip: bool,
    pub rotation_angles: Vec<f32>,
    pub random_crop: bool,
    pub crop_size: Option<(u64, u64)>,
    pub brightness_range: Option<(f32, f32)>,
    pub contrast_range: Option<(f32, f32)>,
    pub saturation_range: Option<(f32, f32)>,
    pub gaussian_noise: Option<f32>,
    pub salt_pepper_noise: Option<f32>,
    pub blur_kernel: Option<usize>,
}

Expand description

Augmentation configuration

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§horizontal_flip: bool

Enable horizontal flip

§vertical_flip: bool

Enable vertical flip

§rotation_angles: Vec<f32>

Rotation angles (degrees)

§random_crop: bool

Enable random crops

§crop_size: Option<(u64, u64)>

Crop size (if random_crop enabled)

§brightness_range: Option<(f32, f32)>

Brightness adjustment range

§contrast_range: Option<(f32, f32)>

Contrast adjustment range

§saturation_range: Option<(f32, f32)>

Saturation adjustment range (for RGB)

§gaussian_noise: Option<f32>

Add Gaussian noise

§salt_pepper_noise: Option<f32>

Add salt and pepper noise

§blur_kernel: Option<usize>

Gaussian blur kernel size

Implementations§

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impl AugmentationConfig

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pub fn builder() -> AugmentationConfigBuilder

Creates a builder for augmentation configuration

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pub fn standard() -> Self

Creates a standard augmentation configuration

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pub fn aggressive() -> Self

Creates an aggressive augmentation configuration

Trait Implementations§

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impl Clone for AugmentationConfig

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fn clone(&self) -> AugmentationConfig

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 AugmentationConfig

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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 Default for AugmentationConfig

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fn default() -> AugmentationConfig

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

Auto Trait Implementations§

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impl UnwindSafe for AugmentationConfig

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> CloneToUninit for T
where T: Clone,

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

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

Performs copy-assignment from self to dest. 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> Instrument for T

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

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into 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<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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