Electronic device training image recognition model and operation method for same
AssigneeSamsung Electronics Co., Ltd.
InventorsSeowoo Jang, Sangung Yi
Life of this patent
Estimating the term…
Abstract
A method of training an image recognition model includes: generating a virtual dynamic vision sensor (DVS) image using a virtual simulator; generating label information including information about a correct answer to a result of recognition of the DVS image by the image recognition model, with respect to the DVS image; and training the image recognition model by modifying the image recognition model so that a difference between the result of recognition of the DVS image by the image recognition model and the label information is reduced.
Claims15
A method of training an image recognition model, the method comprising:
- generating a virtual dynamic vision sensor (DVS) image using a virtual simulator;
- generating label information comprising information about a correct answer to a result of recognition of the DVS image by the image recognition model with respect to the DVS image;
- and
- training the image recognition model by modifying the image recognition model so that a difference between the result of recognition of the DVS image by the image recognition model and the label information is reduced.
An electronic device configured to train an image recognition model, the electronic device comprising:
- a memory storing the image recognition model;
- and
- at least one processor configured to:
- generate a virtual dynamic vision sensor (DVS) image using a virtual simulator, generate label information comprising information about a correct answer to a result of recognition of the DVS image by the image recognition model with respect to the DVS image, and train the image recognition model by modifying the image recognition model so that a difference between the result of recognizing the DVS image by the image recognition model and the label information is reduced.
Dependencies are inferred from the claim text.