GithubHelp home page GithubHelp logo

kartikdot / flipkart-grid-2019---object-localization Goto Github PK

View Code? Open in Web Editor NEW
2.0 0.0 0.0 243 KB

Object Localization noteebok created as a part of Flipkart GRiD contest 2019

Jupyter Notebook 100.00%

flipkart-grid-2019---object-localization's Introduction

Flipkart-GRiD-2019---Object-Localization

Object Localization noteebok created as a part of Flipkart GRiD contest 2019

The model was trained for 200 epochs using google colaboratory and achieved an accuracy of 91%. This was the initial model built on top of reset-34 architecture. Further improvement in accuracy was achieved using data augmentation and hyperparameter tunning on the CNN.

Download the image dataset: https://drive.google.com/drive/folders/1FbyOAkNoR0mZsaj6wj93UYtmL5zOSCq9?usp=sharing

Download the train csv: https://drive.google.com/file/d/1jTod5rZ4jzfhx1RDCK2Rc3g6w3SkS02Y/view?usp=sharing

flipkart-grid-2019---object-localization's People

Contributors

kartikdot avatar

Stargazers

avatar avatar

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.