As Armory requires input data to be highly-structured, several utilities are provided to ensure proper ingestion of arbitrary datasets.
All datasets used with Armory must comply with a map-like interface that returns samples as a dictionary. The following classes are provided to assist with adaptation of external datasets:
ArmoryDataset supports use of an adapter
function to modify samples from an underlying datasetTupleDataset supports conversion of
underlying datasets whose samples are tuples (e.g., those from torchvision)
into dictionariesArmory requires that the datasets be used with task-specific data loaders that will produce highly-structured, self-describing task-specific data batches for evaluation. The following classes are provided:
::: armory.dataset