org.openimaj.image.objectdetection.datasets

Class INRIAPersonDataset

java.lang.Object

org.openimaj.image.objectdetection.datasets.INRIAPersonDataset

@DatasetDescription(name="INRIAPerson",
                    description="Images of upright people in images and video. The dataset is divided in two formats: (a) original images with corresponding annotation files, and (b) positive images in normalized 64x128 pixel format (as used in the CVPR paper) with original negative images",
                    creator="Navneet Dalal",
                    url="http://pascal.inrialpes.fr/data/human/",
                    downloadUrls="http://datasets.openimaj.org/INRIAPerson.zip")
public class INRIAPersonDataset
extends Object

Constructor Summary

Constructors

Constructor and Description
INRIAPersonDataset()

Method Summary

Methods

Modifier and Type	Method and Description
static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE>	generateNegativeExamples(int numSamplesPerImage, int width, int height, long seed, InputStreamObjectReader<IMAGE> reader)
static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE>	getNegativeTrainingImages(InputStreamObjectReader<IMAGE> reader)
static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE>	getPositiveTrainingImages(InputStreamObjectReader<IMAGE> reader)
static GroupedDataset<Boolean,ListDataset<FImage>,FImage>	getTrainingData()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

INRIAPersonDataset

public INRIAPersonDataset()

Method Detail

getNegativeTrainingImages

public static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE> getNegativeTrainingImages(InputStreamObjectReader<IMAGE> reader)
                                                                           throws org.apache.commons.vfs2.FileSystemException

Throws:

org.apache.commons.vfs2.FileSystemException

getPositiveTrainingImages

public static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE> getPositiveTrainingImages(InputStreamObjectReader<IMAGE> reader)
                                                                           throws org.apache.commons.vfs2.FileSystemException

Throws:

org.apache.commons.vfs2.FileSystemException

generateNegativeExamples

public static <IMAGE extends Image<?,IMAGE>> ListDataset<IMAGE> generateNegativeExamples(int numSamplesPerImage,
                                                                         int width,
                                                                         int height,
                                                                         long seed,
                                                                         InputStreamObjectReader<IMAGE> reader)
                                                                          throws org.apache.commons.vfs2.FileSystemException

Throws:

org.apache.commons.vfs2.FileSystemException

getTrainingData

public static GroupedDataset<Boolean,ListDataset<FImage>,FImage> getTrainingData()
                                                                          throws org.apache.commons.vfs2.FileSystemException

Throws:

org.apache.commons.vfs2.FileSystemException