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㈜쎄트렉아이신기술개발팀
전태균선임연구원
R&D Center, Satrec Initiative([email protected])
TensorFlow-KR Lightening Talk/ 2017.01.14
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쎄트렉아이 (Satrec Initiative)
2008년 6월코스닥상장
국내유일의위성시스템개발 / 수출기업
20개이상의국내외우주프로그램참여
누적수주액 : 3,810억원 (2016년 12월기준)
전임직직원 : 259명 (석사학위이상 60%, 자회사포함)
1999년 12월창업
아리랑위성영상전세계독점판매사업자
매출규모 (2016년) : 354억원 (해외매출액 : 50%)
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25 Year Space Heritage
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사업분야
방사선감시사업
EFRD 3300
EFRD Metro
방위사업위성제조업
위성본체
탑재체
지상체
이동형지상체
무인기지상체
국방위성
위성영상서비스사업
위성영상판매
부가서비스
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Sensing, Information & Analytics
Analytics
AI +Satellite
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Sensing, Information & Analytics
Analytics
AI +Satellite
인공지능기술을이용한
인공위성영상분석서비스
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인공위성영상
KOMPSAT-2 (1.0m EO)
KOMPSAT-3 (0.7m EO)
KOMPSAT-3A (0.55m EO & 5.5m IR)
KOMPSAT-5 (1.0m SAR)
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KOMPSAT (KOrea Multi-Purpose SATellite) National space program
Developed and operated by KARI (Korea Aerospace Research Institute)
Dual use: Government & Commercial
Worldwide imagery distribution by SI Imaging Services
인공위성영상
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인공위성영상
KOMPSAT-2 Coverage
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데이터접근성
지구관측 위성의 가치
누적데이터
쌓여만 가는데이터
위성의부가가치
유용한분석정보생성
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적용가능분야
Super-Resolution
Object Detection
Semantic Segmentation
Time series Prediction
Image Captioning
Generative Adversarial Networks
Weakly-supervised Learning
다양한 딥러닝/머신러닝 관련 주제들
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SuperResolution
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SuperResolution
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만약 내가 카메라를 들고 우주로 가서 사진을 마음껏 찍는다면,
어떤게 궁금하신가요??
들어오셔서 아이디어를 주시면 감사합니다!!
분석서비스
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Future Space: Communications
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Future Space: Communications
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Future Space: Earth Observation
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창업팀 모집! (2017.7 자회사 독립)
• 사업모델 Minimum Value Product 소프트웨어주도적개발
• 프로토타입모델작성/테스트/평가수행 (Python)• GPU 장비를활용한팀협업개발환경구축및관리• 인공지능연구팀과협력하여기술적논의수행및신규
아이디어도출
Software Engineer (Computer Vision)
• 위성영상활용분야도출• 사업모델 딥러닝기술적용및검증• 프로토타입모델작성/테스트/평가수행• 기술적논의수행및신규아이디어도출• 딥러닝관련연구커뮤니티와지속적인관계를맺으며, 신규
인력채용과새로운방법론개발에주도적인방안제시• 사내딥러닝분석기술개발기여
Research Scientist(Machine Learning / Deep Learning)
• 인공지능연구팀과협력하여기술적논의수행및신규아이디어도출
• Geospatial 팀지원업무 (데이터가공및전처리)• 이미지태깅프로그램개발및관리• 데이터가시화기능개발및관리
Internship (Deep Learning / Data Operation)
• 대용량항공/위성영상데이터자동화처리소프트웨어개발및유지보수
• 영상입력, 공간변화, 정규화, 영상정합등기본적인파이프라인개발및유지보수
• 공간정보활용서비스개발• 인공지능연구팀, 컴퓨터비전팀과협력하여알고리즘
명세화및기술적논의수행및신규아이디어도출
Software Engineer (Geospatial Analysis)
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Incredible Amount of Satellite Image+
Innovative Champions
Contribution to Better World?
전태균 (PhD, 선임연구원)
R&D Center, SATREC INITIATIVEContact: [email protected]
Q&A