Giter Club home page Giter Club logo

covid-vs-cap's Introduction

DenseNet121 trained on COVIDx CX3 and Pnemonia CXR using GCP A100 40 GB GPU

Go to the Heroku app HERE.

Accuracy on train: 0.9879046082496643

Loss on train: 0.03283184394240379

Accuracy on test: 0.9839955568313599

Loss on test: 0.05539374426007271

Correct predictions: 3559

Wrong predictions: 65

Group Precision Recall F1 score Support
COVID 0.98 0.99 0.98 1628
NORMAL 0.98 0.98 0.98 1574
CAP 1.00 0.97 0.98 422

covid-vs-cap's People

Contributors

eriosta avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.