Skip to content

Iterable Tiled Pred Dataset

Source

Iterable tiled prediction dataset used to load data file by file.

IterableTiledPredDataset

Bases: IterableDataset

Tiled prediction dataset.

Parameters:

Name Type Description Default
prediction_config InferenceConfig

Inference configuration.

required
src_files list of pathlib.Path

List of data files.

required
read_source_func Callable

Read source function for custom types, by default read_tiff.

read_tiff
**kwargs Any

Additional keyword arguments, unused.

{}

Attributes:

Name Type Description
data_path str or Path

Path to the data, must be a directory.

axes str

Description of axes in format STCZYX.

mean (float, optional)

Expected mean of the dataset, by default None.

std (float, optional)

Expected standard deviation of the dataset, by default None.

patch_transform (Callable, optional)

Patch transform callable, by default None.