Git Product home page Git Product logo

s4nd_pytorch's Introduction

S4ND: Single-Shot Single-Scale Lung Nodule Detection

该仓库收录于PytorchNetHub

说明

  • 非官方实现
  • 3D数据输入+Dense Block结构,造成 显存占用严重,可通过修改growth_rate、block_conv_num参数简化网络

环境

python版本 pytorch版本 系统
3.5 0.4.1 Ubuntu

网络结构


参考文献

@inproceedings{khosravan2018s4nd,
  title={S4ND: Single-Shot Single-Scale Lung Nodule Detection},
  author={Khosravan, Naji and Bagci, Ulas},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={794--802},
  year={2018},
  organization={Springer}
}

s4nd_pytorch's People

Contributors

bobo0810 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

s4nd_pytorch's Issues

Transition Layer Kernel Size

Hi,

Have you used 3x3x3 kernel in your transition layer for a purpose since in your comments you have mentioned 1x1x1 kernel size.

Tiny request

你好,我想问一下您是看了Single-Shot Single-Scale 那篇文章自己复现出来的吗,这篇论文有没有官方的复现可以参考呀

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.