marinelay/pytorch_paper_implementation

Reproducing famous deep learning model with PyTorch

Pytorch기반 논문 구현

• 학습 목적으로 만들어진 Repo임으로 코드 상의 문제가 존재할 수 있습니다.
• 혹시 문제 사항을 발견해주신다면 issue와 PR 부탁드립니다!

구현 목록

• VGG(Very Deep Convolutional Networks for Large-Scale Image Recognition)
  • Link : https://arxiv.org/abs/1409.1556
• ResNet(Deep Residual Learning for Image Recognition), CVPR 2016
  • Link : https://arxiv.org/abs/1512.03385
• ResNeXt(Aggregated Residual Transformations for Deep Neural Networks), CVPR 2017
  • Link : https://openaccess.thecvf.com/content_cvpr_2017/papers/Xie_Aggregated_Residual_Transformations_CVPR_2017_paper.pdf
• Bag of Tricks for Image Classification with Convolutional Neural Networks, CVPR 2019
  • Link : https://arxiv.org/abs/1812.01187