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.
327
7
최신 모델의 학습 방법
7.8
1
이미지넷과 이미지네트의 차이는 무엇인가요? 실험에 있어서 둘 중 하나가 더 나은 때는 언제인가요?
2
정규화란 무엇인가요?
3
사전 학습된 모델을 사용할 때 정규화를 염두에 두지 않아도 되는 이유는 무엇인가요?
4
점진적 크기 조절이란 무엇인가요?
5
여러분만의 프로젝트에 점진적 크기 조절을 적용해보세요. 도움이 되었나요?
6
테스트 시 증강이란 무엇인가요?
fastai
는 이 기법을 어떻게 사용하나요?
7
추론 시
TTA
를 사용하면 일반적인 추론보다 느린가요? 빠른가요? 왜 그런가요?
8
믹스업이란 무엇인가요?
fastai
에서 믹스업을 어떤 방법으로 사용하나요?
9
믹스업 사용이 모델의 지나친 확신을 방지하는 이유는 무엇인가요?
10
다섯 번의 에포크 동안 믹스업을 적용한 학습이 믹스업을 적용하지 않은 학습보다 결과가 나쁜 이유는 무엇
인가요?
11
레이블 평활화의 기본 개념은 무엇인가요?
12
레이블 평활화는 데이터의 어떤 문제에 유용할까요?
13
다섯 개의 범주에 레이블 평활화를 사용하는 상황에서 색인
1
의 타깃은 무엇인가요?
14
새로운 데이터셋을 대상으로 실험을 빠르게 프로토타이핑할 때 필요한 첫 번째 단계는 무엇인가요?
7.8.1
1
fastai
문서를 보고 이미지의 네 모서리를 기준으로 정사각형을 잘라내는 함수를 만들어보세요. 그리고 네 정
사각형과 중심부를 정사각형으로 잘라낸 부분에 대한 예측 평균을 구하는
TTA
메서드를 ...
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.