August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
59
1
딥러닝으로 떠나는 여행
가하는 결과를 초래합니다.
3
이런 추가 체포 데이터는 미래의 모델을 재교육하는 입력으로 활용됩니다.
이를
positive
feedback
loop
라고 합니다. 즉 모델을 많이 사용할수록 데이터의 편향
이 커지고, 모델 자체의 편향도 더 커지는 결과가 지속해서 발생하죠.
피드백 루프는 상업 환경에서도 문제를 일으킬 수 있습니다. 예를 들어서 비디오 추천 시스템
은 동영상을 많이 시청하는 사람들이 소비하는 콘텐츠를 추천하는 쪽으로 편향될 수 있습니
다(예: 음모론자와 극단주의자는 온라인 비디오 콘텐츠를 평균 이상으로 시청하는 경향이 있
음). 결과적으로 소비가 촉진된 동영상을 더 많이 추천하게 되죠. 이 주제는
3
장에서 자세히
살펴봅니다.
이론적 기초를 살펴봤으므로, 이제는 코드 예제로 돌아가보겠습니다. 지금껏 설명한 과정이 코
드로는 어떻게 표현되는지를 자세히 살펴보죠.
1.6.7
이미지 인식 모델을 통해 코드와 개념이 매핑되는 방식을 살펴보겠습니다. 코드를 한 줄씩 별
도의 셀에 넣고 어떤 일이 일어나는지를 알아봅니다 (앞으로 모든 인자를 상세히 살펴보겠지
만, 여기서는 중요한 내용만을 다룹니다 ). 첫 번째 줄은
fastai
.
vision
에 속한 모든 라이브
러리를 가져옵니다.
from fastai.vision.all ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.