qualia_plugin_snn.dataset package

Submodules

• qualia_plugin_snn.dataset.DVSGesture module
  • DVSGesture
    • DVSGesture.h
    • DVSGesture.w
    • DVSGesture.__init__()
    • DVSGesture.__call__()
    • DVSGesture.name
    • DVSGesture.sets
• qualia_plugin_snn.dataset.DVSGestureWithPreprocessing module
  • DVSGestureWithPreprocessing
    • DVSGestureWithPreprocessing.__init__()
    • DVSGestureWithPreprocessing.__call__()
    • DVSGestureWithPreprocessing.name
• qualia_plugin_snn.dataset.EventDataset module
  • EventDataset
    • EventDataset.h
    • EventDataset.w
    • EventDataset.__init__()
    • EventDataset.import_data()
• qualia_plugin_snn.dataset.SHD module
  • SHD
    • SHD.h
    • SHD.w
    • SHD.__init__()
    • SHD.__call__()
    • SHD.sets

Module contents

Qualia-Plugin-SNN dataset package contains event-based or spiking datasets.

class qualia_plugin_snn.dataset.SHD

Bases: EventDataset

DVS128 Gesture event-based data loading based on SpikingJelly.

__call__() → EventDataModel

Load Spiking Heidelberge Digits data as events.

Returns:

Data model structure with train and test sets containing events and labels

Return type:

EventDataModel

__init__(path: str = '') → None

Instantiate the Spiking Heidelberg Digits dataset loader.

Parameters:

path (str) – Dataset source path

Return type:

None

h: int = 1

w: int = 700

class qualia_plugin_snn.dataset.DVSGesture

Bases: EventDataset

DVS128 Gesture event-based data loading based on SpikingJelly.

__call__() → EventDataModel

Load DVS128 Gesture data as events.

Returns:

Data model structure with train and test sets containing events and labels

Return type:

EventDataModel

__init__(path: str = '', data_type: str = 'frame') → None

Instantiate the DVS128 Gesture dataset loader.

Parameters:

• path (str) – Dataset source path

• data_type (str) – Only 'frame' is supported

Return type:

None

h: int = 128

property name: str

w: int = 128