METHOD AND APPARATUS FOR QUARANTINE OF IMPORTED ORNAMENTAL FISH THROUGH DATA PREPROCESSING AND DEEP NEURAL NETWORK-BASED IMAGE DETECTION AND CLASSIFICATION

METHOD AND APPARATUS FOR QUARANTINE OF IMPORTED ORNAMENTAL FISH THROUGH DATA PREPROCESSING AND DEEP NEURAL NETWORK-BASED IMAGE DETECTION AND CLASSIFICATION

The present invention relates to a method and device for quarantine of imported ornamental fish through data preprocessing and deep neural network-based image detection and classification. According to the invention, a device for quarantine of imported ornamental fish through data preprocessing and...

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Bibliographische Detailangaben
Hauptverfasser: CHO SUNG YOON, SONG HYUN HAK, SONG BYOUNG CHUL, KIM YANG SEUB, KWON KI WON
Format: Patent
Sprache:eng ; kor
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:The present invention relates to a method and device for quarantine of imported ornamental fish through data preprocessing and deep neural network-based image detection and classification. According to the invention, a device for quarantine of imported ornamental fish through data preprocessing and deep neural network-based image detection and classification includes: a user terminal carried by a quarantine officer; and a processing server which receives data from the user terminal, integrates ornamental fish information in different formats, determines fish species and diseases based on a deep neural network, and automatically corrects errors contained in the text received from the user terminal. 본 발명은 데이터 전처리 및 심층신경망 기반 이미지 검출 및 분류를 통한 수입 관상어 검역을 위한 방법 및 장치에 관한 것이다. 본 발명에 따른 데이터 전처리 및 심층신경망 기반 이미지 검출 및 분류를 통한 수입 관상어 검역을 위한 장치는 검역관이 소지하는 사용자 단말기 및 사용자 단말기로부터 데이터를 수신하여, 상이한 포맷의 관상어 정보를 통합하고, 심층신경망 기반으로 어종 및 질병 판단을 수행하며, 사용자 단말기로부터 수신한 텍스트에 포함된 오류를 자동 정정하는 처리 서버를 포함한다.