August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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159
3
데이터 윤리
대부분의 이미지는 미국 등 서방 국가에서 수집되었으므로 이미지넷으로 학습된 모델은 다른 국가
와 문화의 장면을 담은 이미지에서 낮은 성능을 보입니다. 연구에 따르면 이런 모델은 저소득 국가
의 가정용품(예: 비누, 향신료, 소파, 침대)을 잘 식별하지 못합니다. 페이스북 인공지능 연구소의
테렌스 드브리스
Terrance
DeVries
등이 쓴 「
Does
Object
Recognition
Work
for
Everyone
?(
https
://
oreil
.
ly
/
BkFjL
)」 논문에서 발췌한 [그림
3
-
12
]는 이런 문제를 잘 보여줍니다.
실젯값: 비누 네팔, 월
288
달러
애저: 음식, 치즈, 빵, 케이크, 샌드위치
클래리파이: 음식, 나무, 요리, 맛있는, 건강한
구글: 음식, 접시, 조리법, 컴포트 푸드, 스팸,
아마존: 음식, 사탕과자, 사탕, 햄버거
왓슨: 음식, 음식 상품, 강황, 양념
텐센트: 음식, 접시, 재료, 패스트푸드, 자양물
실젯값: 비누 필리핀 월
262
달러
애저: 병, 맥주, 카운터, 음료, 오프너
클래리파이: 컨테이너, 음식, 병, 음료, 비축품
구글: 상품, 노란색, 병, 플라스틱 병
아마존: 청량음료, 맥주, 알코올, 음료, 병
왓슨:음식, 식품 저장실, 식료품 저장실, 조미료, 양념
텐센트: 조미료, 소스, 첨자게, 케첩,
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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.