Class PhotoTourDataset

Inheritance Relationships

Base Type

Class Documentation

class PhotoTourDataset : public mindspore::dataset::Dataset

A source dataset for reading and parsing PhotoTour dataset.

Public Functions

PhotoTourDataset(const std::vector<char> &dataset_dir, const std::vector<char> &name, const std::vector<char> &usage, const std::shared_ptr<Sampler> &sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of PhotoTourDataset.

Parameters

  • dataset_dir – [in] Path to the root directory that contains the dataset.

  • name – [in] Name of the dataset to load, should be one of ‘notredame’, ‘yosemite’, ‘liberty’, ‘notredame_harris’, ‘yosemite_harris’ or ‘liberty_harris’.

  • usage – [in] Part of dataset of PhotoTour, can be train or test.

  • sampler – [in] Shared pointer to a sampler object used to choose samples from the dataset. If sampler is not given, a RandomSampler will be used to randomly iterate the entire dataset.

  • cache – [in] Tensor cache to use.

PhotoTourDataset(const std::vector<char> &dataset_dir, const std::vector<char> &name, const std::vector<char> &usage, const Sampler *sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of PhotoTourDataset.

Parameters

  • dataset_dir – [in] Path to the root directory that contains the dataset.

  • name – [in] Name of the dataset to load, should be one of ‘notredame’, ‘yosemite’, ‘liberty’, ‘notredame_harris’, ‘yosemite_harris’ or ‘liberty_harris’.

  • usage – [in] Part of dataset of PhotoTour, can be train or test.

  • sampler – [in] Raw pointer to a sampler object used to choose samples from the dataset.

  • cache – [in] Tensor cache to use.

PhotoTourDataset(const std::vector<char> &dataset_dir, const std::vector<char> &name, const std::vector<char> &usage, const std::reference_wrapper<Sampler> &sampler, const std::shared_ptr<DatasetCache> &cache)

Constructor of PhotoTourDataset.

Parameters

  • dataset_dir – [in] Path to the root directory that contains the dataset.

  • name – [in] Name of the dataset to load, should be one of ‘notredame’, ‘yosemite’, ‘liberty’, ‘notredame_harris’, ‘yosemite_harris’ or ‘liberty_harris’.

  • usage – [in] Part of dataset of PhotoTour, can be train or test.

  • sampler – [in] Sampler object used to choose samples from the dataset.

  • cache – [in] Tensor cache to use.

~PhotoTourDataset() override = default

Destructor of PhotoTourDataset.