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Pytorch로 구현한 Faster R-CNN 모델 (tistory.com)
https://wolfy.tistory.com/m/258
How FasterRCNN works and step-by-step PyTorch implementation - YouTube
3:00 ~ 28:00 RPN 설명하는 부분 보기
pytorch_faster_r_cnn-main.zip
3.29MB
faster_rcnn.pptx
0.23MB
Guide-to-build-Faster-RCNN-in-PyTorch-Korean-master.zip
0.01MB
why 3x3 sliding window?
image classification - Faster-RCNN how anchor work with slider in RPN layer? - Data Science Stack Exchange
Faster-RCNN how anchor work with slider in RPN layer?
I am trying to understand the whole Faster-RCNN, From https://www.quora.com/How-does-the-region-proposal-network-RPN-in-Faster-R-CNN-work Then a sliding window is run spatially on these feature
datascience.stackexchange.com
receptive field란?
(Reference) 딥러닝에서 사용되는 여러 유형의 Convolution 소개 - 라임오렌지파이와 일상 (dailylime.kr)
(Reference) 딥러닝에서 사용되는 여러 유형의 Convolution 소개 - 라임오렌지파이와 일상
An Introduction to different Types of Convolutions in Deep Learning을 번역한 글입니다. 개인 공부를 위해 번역해봤으며 이상한 부분은 언제든 알려주세요 :)
dailylime.kr
(receptive field : 필터가 한번 보는 영역으로 사진의 feature를 추출하기 위해선 receptive field가 높을수록 좋습니다)
Understanding the receptive field of deep convolutional networks | AI Summer (theaisummer.com)
Understanding the receptive field of deep convolutional networks | AI Summer
An intuitive guide on why it is important to inspect the receptive field, as well as how the receptive field affect the design choices of deep convolutional networks.
theaisummer.com
CNN 초보자가 만드는 초보자 가이드 (VGG 약간 포함) (slideshare.net)
Faster RCNN 전반적인 아키텍쳐
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