API reference

• datadings.commands package
  • Submodules
    • datadings.commands.bench module
      • Positional arguments
      • bench()
      • entry()
      • main()
      • reader_directory()
      • reader_msgpack()
    • datadings.commands.cat module
      • Positional arguments
      • cat()
      • entry()
      • main()
    • datadings.commands.convert_index module
      • Positional arguments
      • convert_index()
      • entry()
      • main()
    • datadings.commands.merge module
      • Positional arguments
      • cumsum()
      • entry()
      • main()
      • merge_concat()
      • merge_random()
      • select_set()
      • setup_ranges()
    • datadings.commands.sample module
      • Positional arguments
      • entry()
      • main()
      • sample()
    • datadings.commands.shuffle module
      • Positional arguments
      • entry()
      • main()
      • shuffle()
    • datadings.commands.split module
      • Positional arguments
      • entry()
      • main()
      • split_dataset()
    • datadings.commands.write module
      • Positional arguments
      • entry()
      • find_writers()
      • format_writers()
      • main()
      • writer_link()
• datadings.index package
  • hash_keys()
  • keys_len()
  • legacy_index_len()
  • legacy_load_index()
  • load_filter()
  • load_key_hashes()
  • load_keys()
  • load_offsets()
  • write_filter()
  • write_key_hashes()
  • write_keys()
  • write_offsets()
• datadings.reader package
  • Submodules
    • datadings.reader.augment module
      • Cycler
        • Cycler.iter()
      • QuasiShuffler
        • QuasiShuffler.find_index()
        • QuasiShuffler.find_key()
        • QuasiShuffler.get()
        • QuasiShuffler.seed()
        • QuasiShuffler.slice()
      • Range
        • Range.find_index()
        • Range.find_key()
        • Range.get()
        • Range.slice()
      • Repeater
        • Repeater.find_index()
        • Repeater.find_key()
        • Repeater.get()
        • Repeater.slice()
      • Shuffler
        • Shuffler.find_index()
        • Shuffler.find_key()
        • Shuffler.get()
        • Shuffler.seed()
        • Shuffler.slice()
    • datadings.reader.directory module
      • DirectoryReader
      • check_included()
      • glob_pattern()
      • yield_directory()
      • yield_file()
    • datadings.reader.list module
      • ListReader
        • ListReader.find_index()
        • ListReader.find_key()
        • ListReader.get()
        • ListReader.slice()
      • load_lines()
      • noop()
      • sorted_labels()
    • datadings.reader.msgpack module
      • MsgpackReader
        • MsgpackReader.find_index()
        • MsgpackReader.find_key()
        • MsgpackReader.get()
        • MsgpackReader.slice()
        • MsgpackReader.verify_data()
        • MsgpackReader.verify_index()
    • datadings.reader.reader module
      • Reader
        • Reader.find_index()
        • Reader.find_key()
        • Reader.get()
        • Reader.iter()
        • Reader.slice()
    • datadings.reader.sharded module
      • ShardedReader
        • ShardedReader.find_index()
        • ShardedReader.find_key()
        • ShardedReader.get()
        • ShardedReader.slice()
    • datadings.reader.zipfile module
      • ZipFileReader
      • glob_pattern()
      • yield_zipfile()
• datadings.sets package
  • Submodules
    • datadings.sets.ADE20k module
      • index_to_color()
      • load_statistics()
    • datadings.sets.ADE20k_write module
      • Positional arguments
      • array_to_image()
      • array_to_png16()
      • calculate_weights()
      • extract_scenelabels()
      • imagedata_to_segpng()
      • instance_map()
      • load_index()
      • main()
      • segmentation_map()
      • write_set()
      • write_sets()
      • yield_images()
    • datadings.sets.ANP460 module
    • datadings.sets.ANP460_write module
      • Positional arguments
      • main()
      • write_image()
      • write_sets()
    • datadings.sets.CAMVID module
      • index_to_color()
    • datadings.sets.CAMVID_write module
      • Positional arguments
      • calculate_weights()
      • imagedata_to_array()
      • main()
      • write_image()
      • write_set()
      • write_sets()
    • datadings.sets.CAT2000 module
    • datadings.sets.CAT2000_write module
      • Positional arguments
      • create_sample()
      • filter_invalid_fixpoints()
      • find_fixpoints()
      • main()
      • transform_points()
      • write_set()
      • write_sets()
      • yield_samples()
    • datadings.sets.CIFAR10 module
    • datadings.sets.CIFAR100 module
    • datadings.sets.CIFAR100_write module
      • Positional arguments
      • main()
      • write_set()
      • write_sets()
      • yield_rows()
    • datadings.sets.CIFAR10_write module
      • Positional arguments
      • get_files()
      • main()
      • row2image()
      • write_set()
      • write_sets()
      • yield_rows()
    • datadings.sets.Cityscapes module
    • datadings.sets.Cityscapes_write module
      • Positional arguments
      • get_keys()
      • main()
      • write_set()
      • write_sets()
      • yield_samples()
    • datadings.sets.Coutrot1 module
    • datadings.sets.Coutrot1_write module
      • Positional arguments
      • LucasKanade
        • LucasKanade.track()
        • LucasKanade.update()
      • iter_frames_with_fixpoints()
      • iter_video_frames_opencv()
      • main()
      • write_sets()
      • write_video()
    • datadings.sets.FIGRIMFixation module
    • datadings.sets.FIGRIMFixation_write module
      • Positional arguments
      • main()
      • write_set()
      • write_sets()
    • datadings.sets.ILSVRC2012 module
    • datadings.sets.ILSVRC2012_synsets module
    • datadings.sets.ILSVRC2012_write module
      • Positional arguments
      • argument_compress()
      • argument_subsampling()
      • main()
      • verify_image()
      • write_set()
      • write_sets()
      • yield_samples()
      • yield_train()
      • yield_val()
    • datadings.sets.ImageNet1k module
    • datadings.sets.ImageNet1k_synsets module
    • datadings.sets.ImageNet1k_write module
      • Positional arguments
    • datadings.sets.ImageNet21k_create_meta module
      • convert_semantic_tree()
      • extract_synset_counts()
      • main()
    • datadings.sets.ImageNet21k_synsets module
    • datadings.sets.ImageNet21k_write module
      • Positional arguments
      • main()
      • write_sets()
      • yield_samples()
    • datadings.sets.InriaBuildings module
    • datadings.sets.InriaBuildings_write module
      • Positional arguments
      • array2imagedata()
      • images_and_labels_iter()
      • main()
      • write()
      • write_sets()
    • datadings.sets.MIT1003 module
    • datadings.sets.MIT1003_write module
      • Positional arguments
      • main()
      • write_image()
      • write_sets()
    • datadings.sets.MIT300 module
    • datadings.sets.MIT300_write module
      • Positional arguments
      • main()
      • write_image()
      • write_sets()
    • datadings.sets.Places2017 module
      • index_to_color()
    • datadings.sets.Places2017_write module
      • Positional arguments
      • array_to_image()
      • array_to_png()
      • create_color_map()
      • create_counts()
      • extract_boundary()
      • extract_class()
      • extract_instance()
      • extract_scene()
      • extract_scenelabels()
      • find_sets()
      • main()
      • print_classes()
      • write_set()
      • write_sets()
    • datadings.sets.Places365 module
    • datadings.sets.Places365_write module
      • Positional arguments
      • file_spec()
      • get_files()
      • main()
      • write_sets()
    • datadings.sets.RIT18 module
    • datadings.sets.RIT18_write module
      • Positional arguments
      • main()
      • write()
      • write_set()
      • write_sets()
      • write_train()
    • datadings.sets.SALICON2015 module
    • datadings.sets.SALICON2015_write module
      • Positional arguments
      • get_keys()
      • main()
      • write_set()
      • write_sets()
      • yield_samples()
    • datadings.sets.SALICON2017 module
    • datadings.sets.SALICON2017_write module
      • Positional arguments
    • datadings.sets.VOC2012 module
      • bitget()
      • class_color_map()
      • index_to_color()
      • median_frequency_weights()
    • datadings.sets.VOC2012_write module
      • Positional arguments
      • array_to_imagedata()
      • calculate_set_weights()
      • class_counts()
      • extract()
      • extractmember()
      • get_imageset()
      • imagedata_to_array()
      • main()
      • map_color_image()
      • print_values()
      • single_value()
      • sorted_values()
      • write_image()
      • write_set()
      • write_sets()
    • datadings.sets.Vaihingen module
    • datadings.sets.Vaihingen_write module
      • Positional arguments
      • images_label_dsm_iter()
      • main()
      • map_color_values_to_class_indices()
      • write()
      • write_sets()
    • datadings.sets.YFCC100m module
      • DevNull
        • DevNull.close()
        • DevNull.read()
        • DevNull.write()
      • YFCC100mReader
        • YFCC100mReader.find_index()
        • YFCC100mReader.find_key()
        • YFCC100mReader.get()
        • YFCC100mReader.open_error_file_()
        • YFCC100mReader.slice()
      • decode_fast()
      • main()
      • noop()
      • validate_image()
    • datadings.sets.YFCC100m_counts module
    • datadings.sets.tools module
      • load_json()
      • open_comp()
    • datadings.sets.types module
      • ADE20kData()
      • ANP460Data()
      • ANP460Experiment()
      • ImageClassificationData()
      • ImageCoarseClassificationData()
      • ImageData()
      • ImageDisparitySegmentationData()
      • ImageInstanceSegmentationData()
      • ImageNet21kData()
      • ImageSegmentationData()
      • MaskedImageSegmentationData()
      • Places2017Data()
      • SaliencyData()
      • SaliencyExperiment()
      • SaliencyTimeseriesExperiment()
• datadings.tools package
  • ProgressPrinter
    • ProgressPrinter.monitor_interval
  • SentinelEnd
  • SentinelError
  • Yielder
    • Yielder.run()
    • Yielder.stop()
  • YielderProc
    • YielderProc.run()
    • YielderProc.stop()
  • document_keys()
  • download_files_if_not_found()
  • download_if_not_found()
  • hash_md5hex()
  • hash_string()
  • hash_string_bytes()
  • load_md5file()
  • locate_files()
  • make_printer()
  • path_append()
  • path_append_suffix()
  • prepare_indir()
  • print_over()
  • query_user()
  • split_array()
  • tiff_to_nd_array()
  • verify_file()
  • verify_files()
  • yield_process()
  • yield_threaded()
  • Submodules
    • datadings.tools.argparse module
      • MinMaxAction
        • MinMaxAction.max_value
        • MinMaxAction.min_value
      • YesNoAction
      • argument_calculate_weights()
      • argument_indir()
      • argument_infile()
      • argument_no_confirm()
      • argument_outdir()
      • argument_outfile()
      • argument_outfile_positional()
      • argument_outfiles()
      • argument_shuffle()
      • argument_skip_verification()
      • argument_threads()
      • make_parser()
      • make_parser_simple()
    • datadings.tools.cached_property module
      • cached_property
    • datadings.tools.compression module
      • open_comp()
    • datadings.tools.matlab module
      • iter_fields()
      • loadmat()
    • datadings.tools.msgpack module
      • make_packer
      • make_unpacker
      • pack()
      • packb()
      • unpack()
      • unpackb()
• datadings.torch package
  • Compose
  • CompressedToPIL
  • Dataset
  • DatasetBase
  • IterableDataset
  • dict2tuple()
  • no_rng()
• datadings.writer package
  • FileWriter
    • FileWriter.write()
  • RawWriter
    • RawWriter.write()
  • Writer
    • Writer.close()
    • Writer.write()