RandomTimestampSampler

class torchgeo.samplers.RandomTimestampSampler(dataset, *, toi=None, generator=None)

Bases: TemporalSampler

Random sampling of single images (Timestamp).

Added in version 0.10.

__init__(dataset, *, toi=None, generator=None)

Initialize a new RandomTimestampSampler instance.

Parameters:

• dataset (GeoDataset) – Dataset to sample from.

• toi (Interval | None) – Time of interest to sample from (defaults to the bounds of dataset.index).

• generator (int | BitGenerator | Generator | RandomState | SeedSequence | None) – Pseudo-random number generator (PRNG).