Helper Module for Deep Learning.

Module that provides functions to prepare the GradCam dataset.

class pynet.datasets.gradcam.Item(input_path, output_path, metadata_path, labels)¶

property input_path¶

Alias for field number 0

property labels¶

Alias for field number 3

property metadata_path¶

Alias for field number 2

property output_path¶

Alias for field number 1

pynet.datasets.gradcam.fetch_gradcam(datasetdir, inception=False)[source]¶

Fetch/prepare the GradCam dataset for pynet.

Parameters

datasetdir: str

the dataset destination folder.

inception: bool, default True

if set apply the inception transforms on the inputs.

Returns

item: namedtuple

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