Abstract class which fill the dataset object with name and description, features common to all types of datasets. More...

#include <dataset_generator.h>

Inheritance diagram for ecvl::GenerateDataset:

Public Member Functions
	GenerateDataset (const filesystem::path &dataset_root_directory)
	GenerateDataset constructor. More...

virtual	~GenerateDataset ()=default

void	LoadImagesAndSplits ()
	Call LoadSplitImages and load the splits with indexes of corresponding images. More...

Dataset	GetDataset ()
	Return the Dataset object obtained from the directory structure. More...

virtual int	LoadSplitImages (const filesystem::path &split)=0
	Load the path of images and labels of the specified split. More...

Public Attributes
const filesystem::path	dataset_root_directory_
	path containing the root directory of the dataset More...

std::vector< std::string >	splits_
	vector containing the splits found in the dataset directory, if present More...

std::vector< int >	num_samples_
	vector containing the number of samples for each split More...

ecvl::Dataset	d_
	Dataset object to fill. More...

Detailed Description

Abstract class which fill the dataset object with name and description, features common to all types of datasets.

Definition at line 26 of file dataset_generator.h.

Constructor & Destructor Documentation

◆ GenerateDataset()

ecvl::GenerateDataset::GenerateDataset ( const filesystem::path & dataset_root_directory )

inline

GenerateDataset constructor.

Parameters

[in] dataset_root_directory path containing the root directory of the dataset.

Definition at line 38 of file dataset_generator.h.

◆ ~GenerateDataset()

virtual ecvl::GenerateDataset::~GenerateDataset ( )

virtualdefault

Member Function Documentation

◆ GetDataset()

Dataset ecvl::GenerateDataset::GetDataset ( )

inline

Return the Dataset object obtained from the directory structure.

Returns: Dataset obtained from the directory structure.

Definition at line 67 of file dataset_generator.h.

◆ LoadImagesAndSplits()

void ecvl::GenerateDataset::LoadImagesAndSplits ( )

Call LoadSplitImages and load the splits with indexes of corresponding images.

If there aren't splits folders, only the list of images and corresponding labels will be loaded.

◆ LoadSplitImages()

virtual int ecvl::GenerateDataset::LoadSplitImages ( const filesystem::path & split )

pure virtual

Load the path of images and labels of the specified split.

Parameters

[in] split directory name of the split that we are considering.

Returns: The number of samples of the split.

Implemented in ecvl::GenerateClassificationDataset, and ecvl::GenerateSegmentationDataset.

Member Data Documentation

◆ d_

ecvl::Dataset ecvl::GenerateDataset::d_

Dataset object to fill.

Definition at line 32 of file dataset_generator.h.

◆ dataset_root_directory_

const filesystem::path ecvl::GenerateDataset::dataset_root_directory_

path containing the root directory of the dataset

Definition at line 29 of file dataset_generator.h.

◆ num_samples_

std::vector<int> ecvl::GenerateDataset::num_samples_

vector containing the number of samples for each split

Definition at line 31 of file dataset_generator.h.

◆ splits_

std::vector<std::string> ecvl::GenerateDataset::splits_

vector containing the splits found in the dataset directory, if present

Definition at line 30 of file dataset_generator.h.

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

dataset_generator.h

Public Member Functions

Public Attributes