September 2024
Beginner to intermediate
364 pages
8h 27m
Korean
Content preview from 머신러닝 인터뷰 실무 가이드
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170
머신러닝 인터뷰 실무 가이드
추가적인 컴퓨터 비전 활용 사례 요약
분류와 이미지 생성 외에도, 컴퓨터 비전은 슈퍼 해상도, 의미론적 분할, 객체 인식 등 다양
한 활용 사례를 가지고 있습니다. 여기에서 몇 가지 일반적인 산업 활용 사례를 소개하겠지
만, 앞서 언급한 바와 같이 인터뷰를 볼 회사 또는 산업 분야에 관련된 예시에 대해 읽어볼
것을 권장합니다. 이를 통해 여러분의 인터뷰 답변을 더욱 풍부하게 할 수 있을 것입니다.
슈퍼 해상도
68
개요
슈퍼 해상도
Super
resolution
는 저해상도 이미지를 받아 고해상도 버전으로 만드는 과업입니다. 이
과업은 업스케일링
Upscaling
이라고도 합니다. 역사적 이미지, 사진, 영화 등을 업스케일하는 경
우가 일반적입니다. 의료 산업에서는 기존의 의료 장비 해상도를 높여 장비를 업그레이드하
기 어려울 때 더 나은 진단을 가능하게 하는 데 사용될 수 있습니다. 이 작업에는
GAN
(생성
적 적대 신경망)과 확산 모델이 일반적으로 사용됩니다. 더 많은 예시를 위한 자료는 다음과
같습니다.
●
「확산 모델을 사용한 고해상도 이미지 생성」 (
https
://
oreil
.
ly
/
5b
_
5Y
), 조나단 호 (구글 리서치 블로그 )
●
「
SUPERVEGAN
: 낮은 비트레이트 스트림을 지각적으로 개선하는 슈퍼 해상도 비디오 개선 ...
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and much more.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.