dataeval.data.selections

Provides selection classes for selecting subsets of Computer Vision datasets.

Classes

ClassBalance

Select indices of a dataset that will equalize the occurrences of all classes.

ClassFilter

Select dataset indices based on class labels, keeping only those present in classes.

Indices

Selects only the given indices from the dataset.

Limit

Limit the size of the dataset.

Prioritize

Sort the dataset indices in order of highest priority data in the embedding space.

Reverse

Select dataset indices in reverse order.

Shuffle

Select dataset indices in a random order.