image classification

We consider the image classification AI problem to encompass training models that infer which label (from a predefined set) best applies to a given image.

components

protocols.image_classification.Augmentation(...)	An augmentation protocol for the image classification AI problem.
protocols.image_classification.DataLoader(...)	A dataloader protocol for the image classification AI problem providing batch-level data access.
protocols.image_classification.Dataset(...)	A dataset protocol for image classification AI problem providing datum-level data access.
protocols.image_classification.FieldwiseDataset(...)	A specialization of Dataset protocol (i.e., a subprotocol) that specifies additional accessor methods for getting input, target, and metadata individually.
protocols.image_classification.Metric(*args, ...)	A metric protocol for the image classification AI problem.
protocols.image_classification.Model(*args, ...)	A model protocol for the image classification AI problem.