dataeval.utils.data

Provides utility functions for interacting with Computer Vision datasets.

Submodules

datasets

Provides access to common Computer Vision datasets.

Classes

Embeddings

Collection of image embeddings from a dataset.

Images

Collection of image data from a dataset.

Metadata

Class containing binned metadata.

Targets

Dataclass defining targets for image classification or object detection.

Output Classes

SplitDatasetOutput

Output class containing test indices and a list of TrainValSplits.

Functions

split_dataset(labels[, num_folds, stratify, split_on, ...])

Top level splitting function. Returns a dataclass containing a list of train and validation indices.