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Downsample#
The Downsample
applies
spatial and/or temporal factors to events.
Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).
import tonic
nmnist = tonic.datasets.NMNIST("../../tutorials/data", train=False)
events, label = nmnist[0]
transform = tonic.transforms.Compose(
[
tonic.transforms.Downsample(spatial_factor=0.5),
tonic.transforms.ToFrame(
sensor_size=(17, 17, 2),
time_window=10000,
),
]
)
frames = transform(events)
ani = tonic.utils.plot_animation(frames)
Total running time of the script: (0 minutes 4.416 seconds)