Struct CnnEmbedder 

pub struct CnnEmbedder { /* private fields */ }

CNN Embedder for feature extraction

Implementations

impl CnnEmbedder

pub fn new(config: EmbeddingConfig) -> CnnResult<Self>

Create a new CNN embedder with the given configuration

pub fn new_v3_small() -> CnnResult<Self>

Create a MobileNet-V3 Small embedder

pub fn new_v3_large() -> CnnResult<Self>

Create a MobileNet-V3 Large embedder

pub fn extract( &self, image_data: &[u8], width: u32, height: u32, ) -> CnnResult<Vec<f32>>

Extract embedding from image data (RGBA format)

pub fn embedding_dim(&self) -> usize

Get the embedding dimension

pub fn input_size(&self) -> u32

Get the input size

Trait Implementations

impl Clone for CnnEmbedder

fn clone(&self) -> CnnEmbedder

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CnnEmbedder

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

Formats the value using the given formatter.

impl EmbeddingExtractor for CnnEmbedder

fn extract( &self, image_data: &[u8], width: u32, height: u32, ) -> CnnResult<Vec<f32>>

fn embedding_dim(&self) -> usize