CIFAR10DVS#

class tonic.datasets.CIFAR10DVS(save_to: str, transform: Optional[Callable] = None, target_transform: Optional[Callable] = None, transforms: Optional[Callable] = None)[source]#

CIFAR10-DVS

@article{li2017cifar10,
title={Cifar10-dvs: an event-stream dataset for object classification},
author={Li, Hongmin and Liu, Hanchao and Ji, Xiangyang and Li, Guoqi and Shi, Luping},
journal={Frontiers in neuroscience},
volume={11},
pages={309},
year={2017},
publisher={Frontiers}
}
Parameters:

  • save_to (string) – Location to save files to on disk.

  • transform (callable, optional) – A callable of transforms to apply to the data.

  • target_transform (callable, optional) – A callable of transforms to apply to the targets/labels.

  • transforms (callable, optional) – A callable of transforms that is applied to both data and labels at the same time.

__getitem__(index)[source]#
Returns:

a tuple of (events, target) where target is the index of the target class.