5-1 Image Transformation

Computational Photography 글 목록 Computational Photography 글 목록

1 minute read

AMP(Automatic Mixed Precision) 사용법 정리

pytorch 관련 글 목차 참조 : https://spell.ml/blog/mixed-precision-training-with-pytorch-Xuk7YBEAACAASJam 참조 : https://www.youtube.com/watch?v=b5dAmcBKxHg 참조 : https://www.youtube.com/watch?v=ks3oZ7Va8HU 참조 :...

1 minute read

albumentation을 이용한 이미지 augmentation

pytorch 관련 글 목차 참조 : https://youtu.be/c3h7kNHpXw4 참조 : https://youtu.be/rAdLwKJBvPM?list=PLhhyoLH6IjfxeoooqP9rhU3HJIAVAJ3Vz 참조 : https://github.com/albumentations-team/albumentations 참조 :...

12 minute read

Focal Loss (Focal Loss for Dense Object Detection) 알아보기

deep learning 관련 글 목차 논문 : https://arxiv.org/pdf/1708.02002.pdf 참조 : https://youtu.be/d5cHhLyWoeg 참조 : https://www.analyticsvidhya.com/blog/2020/08/a-beginners-guide-to-focal-loss-in-object-detection/ 참조...

15 minute read

테슬라 플릿 러닝 (Fleet Learning)

출처 : https://www.youtube.com/watch?v=Ucp0TTmvqOE (1시간 52분 부터 Vision 관련 내용) 이번 글에서는 테슬라 오토노머스 데이에서 발표한...

3 minute read