센터넷, CenterNet (Objects as Points)

Detection 관련 글 목록 참조 : Objects as Points (https://arxiv.org/abs/1904.07850) 참조 : https://youtu.be/mDdpwe2xsT4 참조 :...

2020, Nov 25   —  5 minute read

딥러닝에서의 다양한 Normalization 방법

deep learning 관련 글 목차 참조 : https://mlexplained.com/2018/11/30/an-overview-of-normalization-methods-in-deep-learning/ 참조 : https://ocw.mit.edu/resources/res-6-007-signals-and-systems-spring-2011/ 참조 : https://youtu.be/rVBfM0A3oWY 목차...

2020, Nov 23   —  3 minute read

Transformer 모델 (Attention is all you need)

deep learning 관련 글 목차 참조 : https://youtu.be/Yk1tV_cXMMU 참조 : https://youtu.be/xhY7m8QVKjo 참조 : https://charon.me/posts/pytorch/pytorch_seq2seq_6/ 참조...

2020, Nov 23   —  24 minute read

Attention 메커니즘의 이해

deep learning 관련 글 목차 참조 : Neural Machine Translation by Jointly Learning to Align...

2020, Nov 20   —  9 minute read

sparse matrix (희소 행렬)와 CSR(Compressed Sparse Row)

선형대수학 글 목차 참조 : https://en.wikipedia.org/wiki/Sparse_matrix#:~:text=The%20compressed%20sparse%20row%20(CSR,row%20indices%2C%20hence%20the%20name. 이번 글에서는 sparse matrix의 개념에 대하여 알아보도록 하겠습니다. sparse...

2020, Nov 12   —  3 minute read

Machine Learning Yearning (Andrew Ng)과 AI 관련 글

machine learning 관련 글 목차 원문 링크 : https://gallery.mailchimp.com/dc3a7ef4d750c0abfc19202a3/files/5dd91615-3b3f-4f5d-bbfb-4ebd8608d330/Ng_MLY01_13.pdf 참조 : https://github.com/hoya012/Machine-Learning-Yearning-Korean-Translation 참조 : AI...

2020, Nov 08   —  30 minute read

GIoU(Generalized Intersection over Union)

Detection 관련 글 목록 참조 : https://giou.stanford.edu/ 참조 : https://arxiv.org/abs/1902.09630v2 참조 : https://youtu.be/ENZBhDx0kqM IoU에 관한...

2020, Nov 08   —  4 minute read

Pytorch Loss function 정리

Pytorch 관련 글 목차 목차 Negative Log Likelihood Loss Negative Log Likelihood Loss 개념 설명...

2020, Oct 15   —  1 minute read