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AugmentationConfig

ruvector_cnn::contrastive

Struct AugmentationConfig

pub struct AugmentationConfig {Show 15 fields
    pub crop_scale_min: f64,
    pub crop_scale_max: f64,
    pub aspect_ratio_min: f64,
    pub aspect_ratio_max: f64,
    pub horizontal_flip_prob: f64,
    pub brightness: f64,
    pub contrast: f64,
    pub saturation: f64,
    pub hue: f64,
    pub color_jitter_prob: f64,
    pub grayscale_prob: f64,
    pub blur_kernel_size: u32,
    pub blur_prob: f64,
    pub blur_sigma_range: (f64, f64),
    pub output_size: (u32, u32),
}

Expand description

Configuration for contrastive augmentation.

Fields§

§crop_scale_min: f64

Minimum crop scale (default: 0.08)

§crop_scale_max: f64

Maximum crop scale (default: 1.0)

§aspect_ratio_min: f64

Minimum aspect ratio (default: 0.75)

§aspect_ratio_max: f64

Maximum aspect ratio (default: 1.333)

§horizontal_flip_prob: f64

Probability of horizontal flip (default: 0.5)

§brightness: f64

Brightness jitter factor (default: 0.4)

§contrast: f64

Contrast jitter factor (default: 0.4)

§saturation: f64

Saturation jitter factor (default: 0.4)

§hue: f64

Hue jitter factor (default: 0.1)

§color_jitter_prob: f64

Probability of color jitter (default: 0.8)

§grayscale_prob: f64

Probability of grayscale conversion (default: 0.2)

§blur_kernel_size: u32

Gaussian blur kernel size (0 to disable)

§blur_prob: f64

Probability of Gaussian blur (default: 0.5)

§blur_sigma_range: (f64, f64)

Gaussian blur sigma range

§output_size: (u32, u32)

Target output size (width, height)

Trait Implementations§

impl Clone for AugmentationConfig

fn clone(&self) -> AugmentationConfig

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl Debug for AugmentationConfig

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

Formats the value using the given formatter. Read more

impl Default for AugmentationConfig

fn default() -> Self

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

impl<'de> Deserialize<'de> for AugmentationConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for AugmentationConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for AugmentationConfig

impl RefUnwindSafe for AugmentationConfig

impl Send for AugmentationConfig

impl Sync for AugmentationConfig

impl Unpin for AugmentationConfig

impl UnsafeUnpin for AugmentationConfig

impl UnwindSafe for AugmentationConfig

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

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

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,