IMAGE PROCESSING APPARATUS, IMAGE RECOGNITION SYSTEM, AND RECORDING MEDIUM
An image processing apparatus, includes a memory; and a processor coupled to the memory and the processor configured to: Identify a first recognition error, the first recognition error being an error between ground truth data and a first recognition result obtained by inputting a first feature of im...
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| Main Author | |
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| Format | Patent |
| Language | English |
| Published |
30.09.2021
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| Subjects | |
| Online Access | Get full text |
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| Abstract | An image processing apparatus, includes a memory; and a processor coupled to the memory and the processor configured to: Identify a first recognition error, the first recognition error being an error between ground truth data and a first recognition result obtained by inputting a first feature of image data into a first image recognition model, generate a second feature obtained by adding noise to the first feature of the image data, identify a second recognition error, the second recognition error being an error between the first recognition result and a recognition result obtained by inputting the second feature into a second image recognition model, and execute training of the first image recognition model and the second image recognition model based on the first recognition error and the second recognition error. |
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| AbstractList | An image processing apparatus, includes a memory; and a processor coupled to the memory and the processor configured to: Identify a first recognition error, the first recognition error being an error between ground truth data and a first recognition result obtained by inputting a first feature of image data into a first image recognition model, generate a second feature obtained by adding noise to the first feature of the image data, identify a second recognition error, the second recognition error being an error between the first recognition result and a recognition result obtained by inputting the second feature into a second image recognition model, and execute training of the first image recognition model and the second image recognition model based on the first recognition error and the second recognition error. |
| Author | LEI, XUYING |
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| Notes | Application Number: US202117184646 |
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| RelatedCompanies | FUJITSU LIMITED |
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| Snippet | An image processing apparatus, includes a memory; and a processor coupled to the memory and the processor configured to: Identify a first recognition error,... |
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| SubjectTerms | CALCULATING COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS |
| Title | IMAGE PROCESSING APPARATUS, IMAGE RECOGNITION SYSTEM, AND RECORDING MEDIUM |
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