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인공지능 기반 장비의 자동탐지 성능인증을 위한 시험법 설계

Author
김기연, 정진형, 윤연아, 김용수
Journal Title
신뢰성 응용연구
Publication Year
2020
Topics
Summary

This study proposes a standard test method for certifying the performance of automatic detection equipment based on artificial intelligence. The test method demonstrates the minimum probability of occurrence of true positive (TP) within the allowable number of failures using the binomial distribution, enabling performance certification by satisfying the F2-Score. The proposed method can be applied to industries operating automatic detectors based on AI technology and contribute to the development of a national certification system and improvement of product quality control.

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