SERVER METHOD AND COMPUTER PROGRAM FOR LABEL DATA INFERENCE

A label inference server for inferring label data includes: a database storing a learning data set; an input unit receiving input data without label data; a prediction unit predicting label data for the input data by using a pre-trained learning model; and a verification unit verifying whether to ad...

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Hauptverfasser: MIN TAE HONG, SUNG JOO WON
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description A label inference server for inferring label data includes: a database storing a learning data set; an input unit receiving input data without label data; a prediction unit predicting label data for the input data by using a pre-trained learning model; and a verification unit verifying whether to add the input data to the learning data set based on the predicted label data. The database may additionally store input data, in which verification is passed, to the learning data set. 라벨 데이터를 추론하는 라벨 추론 서버는 학습 데이터 셋을 저장하는 데이터베이스, 라벨 데이터가 없는 입력 데이터를 입력받는 입력부, 기학습된 학습 모델을 이용하여 입력 데이터에 대한 라벨 데이터를 예측하는 예측부 및 예측된 라벨 데이터에 기초하여 입력 데이터를 학습 데이터 셋에 추가할지 여부를 검증하는 검증부를 포함하되, 데이터베이스는 검증이 통과된 입력 데이터를 학습 데이터 셋에 추가 저장 할 수 있다.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
HANDLING RECORD CARRIERS
PHYSICS
PRESENTATION OF DATA
RECOGNITION OF DATA
RECORD CARRIERS
title SERVER METHOD AND COMPUTER PROGRAM FOR LABEL DATA INFERENCE
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