METHOD AND SYSTEM FOR DETECTING ABNORMAL ITEM AND GENERATING REPORT BASED ON ARTIFICIAL INTELLIGENCE

METHOD AND SYSTEM FOR DETECTING ABNORMAL ITEM AND GENERATING REPORT BASED ON ARTIFICIAL INTELLIGENCE

According to an embodiment, a method for detecting an abnormal item based on artificial intelligence includes the steps of: receiving an input image; reducing the dimension of information included in the input image to a latent space; increasing the separability of information dimensionally reduced...

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1. Verfasser: KO SEUNG JIN
Format: Patent
Sprache:eng ; kor
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Zusammenfassung:According to an embodiment, a method for detecting an abnormal item based on artificial intelligence includes the steps of: receiving an input image; reducing the dimension of information included in the input image to a latent space; increasing the separability of information dimensionally reduced to a latent space; and hierarchically determining whether an abnormal item exists in the input image and a type and a grade of the abnormal item, based on the information with increased separability. 일 실시예에 따른 인공지능 기반 이상항목 감지 방법은 입력 영상을 수신하는 단계; 입력 영상에 포함된 정보의 차원(dimension)을 잠재 공간(latent space)으로 감소(reduction) 시키는 단계; 잠재 공간으로 차원 감소된 정보의 식별력(separability)을 향상시키는 단계; 및 식별력이 향상된 정보에 기초하여, 입력 영상에 이상 항목이 존재하는지 여부, 이상 항목의 종류, 및 이상 항목의 등급을 계층적으로 판단하는 단계를 포함한다.