opendataval.dataloader.datasets.imagesets

TorchVision data sets.

Uses torchvision. as a dependency.

Module Attributes

numbers	Vision Classification data set registered as "mnist", from TorchVision.
fashion	Vision Classification data set registered as "fashion", from TorchVision.
cifar100	Vision Classification data set registered as "cifar100", from TorchVision.
cifar10	Vision Classification registered as "cifar10", from TorchVision.
cifar10_embed(cache_dir, force_download, ...)	Vision Classification registered as "cifar10-embeddings" ResNet50 embeddings
stl10_embed(cache_dir, force_download, ...)	Vision Classification registered as "stl10-embeddings" ResNet50 embeddings
svhn_embed(cache_dir, force_download, *args, ...)	Vision Classification registered as "svhn-embeddings" ResNet50 embeddings

Functions

ResnetEmbeding(dataset_class[, size, batch_size])	Convert PIL color Images into embeddings with ResNet50 model.
cifar10_embed(cache_dir, force_download, ...)	Vision Classification registered as "cifar10-embeddings" ResNet50 embeddings
show_image(imgs)	Displays an image or a list of images.
stl10_embed(cache_dir, force_download, ...)	Vision Classification registered as "stl10-embeddings" ResNet50 embeddings
svhn_embed(cache_dir, force_download, *args, ...)	Vision Classification registered as "svhn-embeddings" ResNet50 embeddings

Classes

VisionAdapter(dataset_class)

Adapter for PyTorch vision data sets.