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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Bibliographic Details
Main Author LEI, XUYING
Format Patent
LanguageEnglish
Published 30.09.2021
Subjects
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary: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.
Bibliography:Application Number: US202117184646