METHOD AND DEVICE FOR RECOGNITION AND METHOD AND DEVICE FOR CONSTRUCTING RECOGNITION MODEL
First Claim
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1. A device for constructing a recognition model, the device comprising:
- a training data inputter configured to receive additional training data;
a model learner configured to train a first recognition model constructed based on basic training data to learn the additional training data; and
a model constructor configured to construct a final recognition model by integrating the first recognition model with a second recognition model generated by the training of the first recognition model.
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Abstract
A method and a device for recognition, and a method and a device for constructing a recognition model are disclosed. A device for constructing a recognition model includes a training data inputter configured to receive additional training data, a model learner configured to train a first recognition model constructed based on basic training data to learn the additional training data, and a model constructor configured to construct a final recognition model by integrating the first recognition model with a second recognition model generated by the training of the first recognition model.
13 Citations
28 Claims
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1. A device for constructing a recognition model, the device comprising:
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a training data inputter configured to receive additional training data; a model learner configured to train a first recognition model constructed based on basic training data to learn the additional training data; and a model constructor configured to construct a final recognition model by integrating the first recognition model with a second recognition model generated by the training of the first recognition model. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A method of constructing a recognition model, the method comprising:
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receiving additional training data; training a first recognition model based on basic training data to learn the additional training data; and constructing a final recognition model by integrating the first recognition model with a second recognition model generated based on the training of the first recognition model. - View Dependent Claims (12, 13, 14, 15, 16, 17, 18)
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19. A recognition device comprising:
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a processor configured to; receive data to be recognized from a user; determine whether to update a recognition model constructed in advance based on the received data; in response to a determination that an update is required, train the recognition model to learn additional training data to update the recognition model; and recognize the received data using the recognition model constructed in advance or the updated recognition model. - View Dependent Claims (20, 21, 22, 23, 24)
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25. A recognition model construction device, comprising:
a processor configured to; train a first recognition model with additional training data to obtain a second recognition model; and construct a third recognition model by integrating the first recognition model with the second recognition model based on a weight. - View Dependent Claims (26, 27, 28)
Specification