mldas.explore.loading.load_bulk

mldas.explore.loading. load_bulk ( dname , size , rgb = False , to_numpy = False , labeled = True )

Load multiple images from directory.

Parameters

dname str

Path to directory where images are saved.

size int

Number of images to be loaded

rgb bool

Convert data to RGB data image

to_numpy bool

Convert data to numpy array

labeled bool

Whether images are saved in a labeled structure (same structure than for torchvision.datasets.ImageFolder class) or directly in target repository.

Returns

tensors torch.Tensor or numpy.ndarray

Output list of loaded images either in tensor or numpy array formats.

labels torch.Tensor or numpy.ndarray

Output list of labels either in tensor or numpy array formats.