APPARATUS AND METHOD FOR BUILDING DATA USING DATA AUGMENTATION AND AUTO LABELING

Disclosed are a device and method for constructing the data using data augmentation and auto-labeling. The present invention may generate the data similar to the existing data through data augmentation to use the generated data for model learning, and provide a rapid performance improvement of the m...

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Bibliographische Detailangaben
Hauptverfasser:	YOON CHANG OH, IM JUN KYU, MIN JI UNG, AHN DUNG VO, JUNG MIN SUNG, LEE WON BEEN
Format:	Patent
Sprache:	eng ; kor
Schlagworte:	CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING ELECTRIC DIGITAL DATA PROCESSING PHYSICS
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Beschreibung
Zusammenfassung:	Disclosed are a device and method for constructing the data using data augmentation and auto-labeling. The present invention may generate the data similar to the existing data through data augmentation to use the generated data for model learning, and provide a rapid performance improvement of the model by first labeling the data suitable for learning through an improved model. 데이터 증강과 오토 레이블링을 이용한 데이터 구축 장치 및 방법을 개시한다. 본 발명은 데이터 증강을 통해 기존 데이터와 유사한 데이터를 생성하여 모델의 학습에 사용하고, 향상된 모델을 통해 학습에 적절한 데이터를 우선 레이블링시켜 모델의 신속한 성능 향상을 제공할 수 있다.