xfeif / robustness-pytorch Goto Github PK
View Code? Open in Web Editor NEWImplementation of "Improving robustness of medical image diagnosis with denoising convolutional neural networks" in MICCAI2019
robustness-pytorch's People
Contributors
Stargazers
Watchers
robustness-pytorch's Issues
关于实验部分的问题
作者您好，我在利用胸腔数据集对resnet18进行鲁棒训练之后，复现结果的时候发现精度只有58%，没有达到论文中提到的71.21%
我不确定是数据集的问题（由于用于竞赛的胸腔数据集测试集标签无法得到，我选择将原本的训练集按照论文中的比例，随机划分成20000张用于训练，5700张用于测试）还是参数设置问题（鲁棒训练过程中，添加参数为0.2的高斯噪声，生成对应3张噪声图片进行训练）。
请问您还记得具体参数的设置吗，能够给予一点指导，谢谢！
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.