Helper Module for Deep Learning.

Module that provides functions to prepare the Orientation dataset.

class pynet.datasets.orientation.Item(input_path, output_path, metadata_path, height, width, labels)¶

property height¶

Alias for field number 3

property input_path¶

Alias for field number 0

property labels¶

Alias for field number 5

property metadata_path¶

Alias for field number 2

property output_path¶

Alias for field number 1

property width¶

Alias for field number 4

pynet.datasets.orientation.fetch_orientation(datasetdir, flatten=False)[source]¶

Fetch/prepare the orientation dataset for pynet.

Parameters

datasetdir: str

the dataset destination folder.

flatten: bool, default False

return a flatten version of the dataset.

Returns

item: namedtuple

a named tuple containing ‘input_path’, ‘output_path’, and ‘metadata_path’.