pub struct PreprocessPipeline { /* private fields */ }Expand description
Complete preprocessing pipeline with configurable steps
Implementations§
Source§impl PreprocessPipeline
impl PreprocessPipeline
Sourcepub fn builder() -> PreprocessPipelineBuilder
pub fn builder() -> PreprocessPipelineBuilder
Create a new pipeline builder
Sourcepub fn process(&self, image: &DynamicImage) -> Result<GrayImage>
pub fn process(&self, image: &DynamicImage) -> Result<GrayImage>
Process a single image through the complete pipeline
§Pipeline steps:
- Convert to grayscale
- Detect and correct rotation (if enabled)
- Detect and correct skew (if enabled)
- Enhance contrast with CLAHE (if enabled)
- Denoise with Gaussian blur (if enabled)
- Apply thresholding (binary or adaptive)
- Resize to target dimensions (if specified)
Sourcepub fn process_batch(&self, images: Vec<DynamicImage>) -> Result<Vec<GrayImage>>
pub fn process_batch(&self, images: Vec<DynamicImage>) -> Result<Vec<GrayImage>>
Sourcepub fn process_with_intermediates(
&self,
image: &DynamicImage,
) -> Result<Vec<(String, GrayImage)>>
pub fn process_with_intermediates( &self, image: &DynamicImage, ) -> Result<Vec<(String, GrayImage)>>
Process image and return intermediate results from each step
Useful for debugging and visualization
Auto Trait Implementations§
impl Freeze for PreprocessPipeline
impl !RefUnwindSafe for PreprocessPipeline
impl Send for PreprocessPipeline
impl Sync for PreprocessPipeline
impl Unpin for PreprocessPipeline
impl !UnwindSafe for PreprocessPipeline
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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 moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.