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LoftrConfig

Struct LoftrConfig 

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pub struct LoftrConfig {
    pub backbone_type: BackboneType,
    pub resolution: (i64, i64),
    pub fine_window_size: i64,
    pub fine_concat_coarse_feat: bool,
    pub resnetfpn: ResNetFpnConfig,
    pub coarse: TransformerConfig,
    pub match_coarse: MatchCoarseConfig,
    pub fine: FineConfig,
}
Expand description

High-level LoFTR model configuration.

Most users should start from LoftrConfig::outdoor and only override fields when matching a known reference setup.

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§backbone_type: BackboneType

Backbone implementation to use.

§resolution: (i64, i64)

Output stride pair (coarse_stride, fine_stride).

§fine_window_size: i64

Fine-stage local window size in feature-grid cells.

§fine_concat_coarse_feat: bool

Whether fine matching concatenates coarse token features before projection.

§resnetfpn: ResNetFpnConfig

ResNet-FPN backbone parameters.

§coarse: TransformerConfig

Coarse transformer parameters.

§match_coarse: MatchCoarseConfig

Coarse matching parameters.

§fine: FineConfig

Fine transformer parameters.

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impl LoftrConfig

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pub fn outdoor() -> Self

Returns the default outdoor LoFTR preset used by this crate.

This is also the Default configuration.

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pub fn indoor() -> Self

Returns the legacy indoor LoFTR preset used by Kornia’s shared fixtures.

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pub fn indoor_new() -> Self

Returns the indoor LoFTR preset with Kornia’s temperature fix enabled.

Trait Implementations§

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impl Clone for LoftrConfig

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fn clone(&self) -> LoftrConfig

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

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

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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 LoftrConfig

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fn default() -> Self

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

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fn eq(&self, other: &LoftrConfig) -> bool

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for LoftrConfig

Auto Trait 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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where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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fn borrow_mut(&mut self) -> &mut T

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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

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where U: From<T>,

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Calls U::from(self).

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type Output = T

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impl<T, U> TryFrom<U> for T
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type Error = Infallible

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

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