Systems and methods for improving recognition results via user-augmentation of a database
AssigneeRamp Holdings, Inc.
InventorsSean Colbath, Scott Shepard, Francis G. Kubala
Life of this patent
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Abstract
A system improves recognition results. The system receives multimedia data and recognizes the multimedia data based on training data to generate documents. The system receives user augmentation relating to one of the documents or new documents from a user. The system supplements the training data with the user augmentation or new documents and retrains based on the supplemented training data.
Claims48
A multimedia recognition system, comprising:
- a plurality of indexers configured to:
- receive multimedia data, and
- analyze the multimedia data based on training data to generate a plurality of documents;
- and
- a memory system configured to:
- store the documents from the indexers,
- receive user augmentation relating to one of the documents, and
- provide the user augmentation to one or more of the indexers for retraining based on the user augmentation.
A multimedia recognition system, comprising:
- means for receiving a plurality of types of multimedia data;
- means for recognizing the multimedia data based on training data to generate recognition results;
- means for storing the recognition results;
- means for receiving user augmentation relating to some of the recognition results;
- means for adding the user augmentation to the training data to obtain new training data;
- and
- means for retraining based on the new training data.
A method for improving recognition results, comprising:
- receiving multimedia data;
- recognizing the multimedia data based on training data to generate a plurality of documents;
- receiving user augmentation relating to one of the documents;
- supplementing the training data with the user augmentation to obtain supplemented training data;
- and
- retraining based on the supplemented training data.
A computer-readable medium that stores instructions executable by one or more processors for improving recognition of multimedia data, comprising:
- instructions for acquiring multimedia data;
- instructions for recognizing the multimedia data based on training data to generate a plurality of documents;
- instructions for obtaining user augmentation relating to one of the documents;
- instructions for adding the user augmentation to the training data to obtain new training data;
- and
- instructions for retraining based on the new training data.
A multimedia recognition system, comprising:
- a plurality of indexers configured to:
- receive multimedia data, and
- analyze the multimedia data based on training data to generate a plurality of documents;
- and
- a memory system configured to:
- store the documents from the indexers,
- obtain new documents,
- store the new documents, and
- provide the new documents to one or more of the indexers for retraining based on the new documents.
A multimedia recognition system, comprising:
- means for receiving a plurality of types of multimedia data;
- means for recognizing the multimedia data based on training data to generate recognition results;
- means for obtaining new documents from one or more users;
- means for adding the new documents to the training data to obtain new training data;
- and
- means for retraining based on the new training data.
A method for improving recognition results, comprising:
- receiving multimedia data;
- recognizing the multimedia data based on training data to generate a plurality of documents;
- obtaining new documents;
- supplementing the training data with the new documents to obtain supplemented training data;
- and
- retraining based on the supplemented training data.
Dependencies are inferred from the claim text.