AILIA feature extraction library. More...

#include "ailia.h"
#include "ailia_format.h"

Include dependency graph for ailia_feature_extractor.h:

Macros
#define	AILIA_FEATURE_EXTRACTOR_DISTANCE_L2NORM (0)
	L2 norm. More...

Functions
int AILIA_API	ailiaCreateFeatureExtractor (struct AILIAFeatureExtractor *fextractor, struct AILIANetwork net, unsigned int format, unsigned int channel, unsigned int range, const char *layer_name)
	Creates a feature extraction instance. More...

void AILIA_API	ailiaDestroyFeatureExtractor (struct AILIAFeatureExtractor *fextractor)
	It destroys the feature extraction instance. More...

int AILIA_API	ailiaFeatureExtractorCompute (struct AILIAFeatureExtractor fextractor, void dst, unsigned int dst_size, const void *src, unsigned int src_stride, unsigned int src_width, unsigned int src_height, unsigned int src_format)
	Performs feature extraction. More...

int AILIA_API	ailiaFeatureExtractorMatch (struct AILIAFeatureExtractor fextractor, float distance, unsigned int distance_type, const void feature1, unsigned int feature1_size, const void feature2, unsigned int feature2_size)
	Computes distances in feature space. More...

Detailed Description

AILIA feature extraction library.

Macro Definition Documentation

#define AILIA_FEATURE_EXTRACTOR_DISTANCE_L2NORM (0)

L2 norm.

int AILIA_API ailiaCreateFeatureExtractor	(	struct AILIAFeatureExtractor **	fextractor,
		struct AILIANetwork *	net,
		unsigned int	format,
		unsigned int	channel,
		unsigned int	range,
		const char *	layer_name
	)

Creates a feature extraction instance.

Parameters

fextractor	A feature extraction instance pointer
net	A network instance pointer
format	The network image format (AILIA_NETWORK_IMAGE_FORMAT_*)
channel	The network image channel (AILIA_NETWORK_IMAGE_CHANNEL_*)
range	The network image range (AILIA_NETWORK_IMAGE_RANGE_*)
layer_name	The name of the layer corresponding to the feature (fc1 for VGG16 and NULL for the last layer)

Returns: If this function is successful, it returns AILIA_STATUS_SUCCESS , or an error code otherwise.

void AILIA_API ailiaDestroyFeatureExtractor ( struct AILIAFeatureExtractor * fextractor )

It destroys the feature extraction instance.

Parameters

fextractor A feature extraction instance pointer

int AILIA_API ailiaFeatureExtractorCompute	(	struct AILIAFeatureExtractor *	fextractor,
		void *	dst,
		unsigned int	dst_size,
		const void *	src,
		unsigned int	src_stride,
		unsigned int	src_width,
		unsigned int	src_height,
		unsigned int	src_format
	)

Performs feature extraction.

Parameters

fextractor	A feature extraction instance pointer
dst	A pointer to the storage location of the feature (numeric type)
dst_size	The size of the dst (bytes)
src	Image data (32 bpp)
src_stride	The number of bytes in 1 line
src_width	Image width
src_height	Image height
src_format	Image format (AILIA_IMAGE_FORMAT_*)

Returns: If this function is successful, it returns AILIA_STATUS_SUCCESS , or an error code otherwise.

int AILIA_API ailiaFeatureExtractorMatch	(	struct AILIAFeatureExtractor *	fextractor,
		float *	distance,
		unsigned int	distance_type,
		const void *	feature1,
		unsigned int	feature1_size,
		const void *	feature2,
		unsigned int	feature2_size
	)

Computes distances in feature space.

Parameters

fextractor	A feature extraction instance pointer
distance	A distance in feature space
distance_type	The type of the distance in feature space
feature1	A pointer to the storage location of one feature (numeric type)
feature1_size	The size of the feature1 (bytes)
feature2	A pointer to the storage location of the other feature (numeric type)
feature2_size	The size of the feature2 (bytes)

Returns: If this function is successful, it returns AILIA_STATUS_SUCCESS , or an error code otherwise.