컴퓨터 비전 분야에서의 딥 러닝 응용 사례
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The University of Colorado Boulder, often referred to as CU Boulder, offers a wide range of educational programs and courses, both in-person and online. Students can choose from a variety of study tracks, including courses in the arts, science, engineering, business and more.
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Summer is a great time to explore new topics and expand your knowledge. The University of Colorado Boulder offers a variety of summer courses both online and in-person. This is an excellent opportunity for students to spend their summer usefully by studying subjects of interest.
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The University of Colorado Boulder provides students with a unique opportunity to study through online courses, which has a number of significant advantages.
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Conclusion
The University of Colorado Boulder is a place where students can receive a quality education with a variety of courses and programs to choose from. Whether you're looking for online or in-person training, summer courses or free programs, CU Boulder offers ample opportunities for development and learning!
Overview
이 강의는 CU 볼더 대학교의 데이터 과학 석사(MS-DS) 학위 과정의 일부로써 학점 인정이 가능하며 Coursera 플랫폼을 통해 제공됩니다. MS-DS는 CU 볼더 대학교의 응용 수학, 컴퓨터 과학, 정보 과학 및 기타 여러 학과 교수진이 모여 만든 학제간 학위 과정입니다.
MS-DS는 능력에 따라 입학이 허가되고 지원 절차가 없기 때문에 컴퓨터 과학, 정보 과학, 수학 및 통계학 분야에 대해 광범위한 학부 과정을 이수하고 전문 경험이 풍부한 사람에게 이상적인 과정입니다. MS-DS 과정에 대한 정보는 여기를 통해 확인하실 수 있습니다.
본 강의에서 여러분은 학습 및 연구 분야인 컴퓨터 비전에 대해 배웁니다. 먼저 고전적인 컴퓨터 비전 관점에서 몇 가지 컴퓨터 비전 과제와 추천 접근법을 살펴봅니다. 다음으로는 딥 러닝 기법을 소개하고 이를 동일한 문제에 적용해 보겠습니다. 그 후 결과를 분석하고 두 기법의 장단점을 알아보겠습니다.
또한 튜토리얼을 통해 최신 머신 러닝 툴 및 소프트웨어 라이브러리를 실습해봅니다. 딥 러닝을 활용할 수 있는 컴퓨터 비전 과제에는 이미지 분류, 국소화를 통한 이미지 분류, 객체 감지, 객체 분할, 얼굴 인식, 움직임 또는 자세 추정 등이 있습니다.
University: University of Colorado Boulder
Provider: Coursera
Categories: Computer Vision Courses, Deep Learning Courses, Image Classification Courses, Object Detection Courses, Facial Recognition Courses