Patent ID: 11935278
Assignee: LODESTAR SOFTWARE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 19:
20. A computer-implemented method of construction of a core frame set for training a frame annotator, including:
using the frame annotator to generate machine annotations for a first subset of frames in a frame set;
using the machine annotations for the first subset of frames to cluster frames in the first subset of frames into a first plurality of frame clusters;
sampling a first suggestion frame set from the first plurality of frame clusters;
presenting the first suggestion frame set to a user as a first set of graphic elements that are configured to be selected and annotated by the user, or to be dismissed by the user;
receiving, from the user, selection and annotation of one or more graphic elements in the first set of graphic elements corresponding to one or more selected and annotated frames in the first suggestion frame set, and dismissal of one or more graphic elements in the first set of graphic elements corresponding to one or more dismissed frames in the first suggestion frame set;
including the selected and annotated frames from the first suggestion frame set in the core frame set, and training the frame annotator on the core frame set to generate machine annotations for a second subset of frames in the frame set; and
using the machine annotations for the second subset of frames, and the selected and dismissed frames from the first suggestion frame set to cluster frames in the first and second subsets of frames into a second plurality of frame clusters.