PK Score
webpack is winner.
webpack is better than pneumonia-diagnosis-using-xrays-96-percent-recall.
More interesting! Play with webpack's owner and pneumonia-diagnosis-using-xrays-96-percent-recall's owner PK.
open Graph Image
open Graph Image
description
BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.
description
A bundler for javascript and friends. Packs many modules into a few bundled assets. Code Splitting allows for loading parts of the application on demand. Through "loaders", modules can be CommonJs, AMD, ES6 modules, CSS, Images, JSON, Coffeescript, LESS, ... and your custom stuff.
homepage
https://webpack.js.org
url
https://githubhelp/nilajeyapriya/pneumonia-diagnosis-using-xrays-96-percent-recall
url
https://githubhelp/webpack/webpack
owner Avatar
owner Avatar
Recommend Projects
-
-
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
An Open Source Machine Learning Framework for Everyone
-
The Web framework for perfectionists with deadlines.
-
A PHP framework for web artisans
-
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
Some thing interesting about web. New door for the world.
-
A server is a program made to process requests and deliver data to clients.
-
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Some thing interesting about visualization, use data art
-
Some thing interesting about game, make everyone happy.
-
Recommend Org
-
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Open source projects and samples from Microsoft.
-
Google ❤️ Open Source for everyone.
-
Alibaba Open Source for everyone
-
Data-Driven Documents codes.
-
China tencent open source team.
-