Patent ID: 11967142
Assignee: DATASHAPES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A system, comprising memory and one or more processors configured to:
receive input data;
generate a plurality of feature sets from the input data, each feature set representing a corresponding one of a plurality of portions of the input data, each feature set also representing a point in a corresponding multi-dimensional space, the portions of the input data including a first portion representing training data;
generate a plurality of data objects from the feature sets, each data object corresponding to one or more of the feature sets, each data object representing a shape that includes the one or more points that the corresponding one or more feature sets represent, the generating of the data objects including:
in a learning operation, associating a first feature set corresponding to the first portion of the input data with a first data object, and
storing an association between the training data and the first data object; and

associate metadata with each data object, the metadata for each data object including a reference to each portion of the input data to which the data object corresponds;
in a recognition operation, match a second feature set corresponding to a second portion of the input data to the first data object; and
in response to the second feature set matching the first data object, retrieve the training data based on the association between the training data and the first data object.