Giter Club home page Giter Club logo

smuet-0404's Introduction

SMUet-0404

2024 0419

项目:Unet 分割腹部器官

数据集:腹部器官 ct 图,2D,数据增强。

框架:PyTorch Lightning

可视化工具:wandb

任务:

主要评估不同损失函数,model 对最小分割对象的影响。

自己替换了里面的 loss,model,encoder,并测试。


后续问题

获得了众多指标,但不知道如何进一步改进。

可以去kaggle、flare22 比赛,关注一下他们用了什么方法。


详细可以去飞书文稿看看。

stage01-first-try

stage02-sweep

stage03-aug-dataset

stage04-model

stage05-macro


Ref

  1. lgy kaggle notebook
  2. lgy kaggle dataset

smuet-0404's People

Contributors

mykcs avatar kagura0108 avatar

Watchers

 avatar

smuet-0404's Issues

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.