Code Monkey home page Code Monkey logo

nikhil730 / pneumonia_detection_using_chest_x-ray_images Goto Github PK

View Code? Open in Web Editor NEW
1.0 1.0 0.0 310 KB

A dataset of 5,863 chest X-ray images, categorized as pneumonia or normal, was used to train a Convolutional Neural Network (CNN) model for diagnosis. The model includes layers for feature extraction and prediction. Early stopping was implemented to prevent overfitting by monitoring validation loss during training.

Jupyter Notebook 100.00%
cnn-keras deep-learning python3

pneumonia_detection_using_chest_x-ray_images's Introduction

Hi ๐Ÿ‘‹, I'm Nikhil Bhalla

A Tech Enthusiast and a Passionate Full Stack Developer and a ML Enthusiast

nikhil730

nikhil730

Connect with me:

nikhil bhalla nikhil.bhalla nikhilbhalla196 nikhil08bhalla

Languages and Tools:

bash bootstrap c cplusplus css3 express figma flask git heroku html5 javascript mongodb mysql nodejs pandas postman python pytorch react redux scikit_learn seaborn tailwind tensorflow

nikhil730

ย nikhil730

nikhil730

pneumonia_detection_using_chest_x-ray_images's People

Contributors

nikhil730 avatar

Stargazers

 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.