An iterator over sliding windows of an image dataset. More...

Inheritance diagram for SlidingWindowDataIterator:

Public Member Functions
	SlidingWindowDataIterator (const config::DataStreamConfig &config)

virtual void	GetNext (float *data_out)

virtual void	Seek (int row)

Public Member Functions inherited from DataIterator
	DataIterator (const config::DataStreamConfig &config)

void	Preprocess (Matrix &m)

void	AddNoise (Matrix &input, Matrix &output)

int	GetDims () const

int	GetDataSetSize () const

void	AddPCANoise (Matrix &m)

void	SetJitterVariables (int max_offset)

void	Jitter (Matrix &source, Matrix &dest)

Protected Attributes
SlidingWindowIterator < unsigned char > *	it_

unsigned char *	buf_

vector< string >	file_names_

const int	stride_

const int	raw_image_size_

const int	image_size_

int	file_id_

Protected Attributes inherited from DataIterator
int	num_dims_

int	dataset_size_

int	row_

Matrix	mean_

Matrix	std_

Matrix	pca_noise1_

Matrix	pca_noise2_

Matrix	eig_values_

Matrix	eig_vectors_

Matrix	width_offset_

Matrix	height_offset_

Matrix	flip_bit_

const string	file_pattern_

const int	num_colors_

const int	gpu_id_

const bool	translate_

const bool	flip_

const bool	normalize_

const bool	pixelwise_normalize_

const bool	add_pca_noise_

const float	pca_noise_stddev_

Additional Inherited Members
Static Public Member Functions inherited from DataIterator
static DataIterator *	ChooseDataIterator (const config::DataStreamConfig &config)

Protected Member Functions inherited from DataIterator
void	LoadMeans (const string &data_file)

Detailed Description

An iterator over sliding windows of an image dataset.

The documentation for this class was generated from the following files:

Public Member Functions