Coder Social home page Coder Social logo

vijay-varadarajan / flower-recogniser Goto Github PK

View Code? Open in Web Editor NEW
1.0 2.0 0.0 236.63 MB

A neural network model using tensorflow to recognize images of flowers and classify them as - daisy / dandelion / rose / sunflower / tulip.

Jupyter Notebook 99.85% Python 0.15%

flower-recogniser's Introduction

Flower recognition

App link: Flower classifier

A neural network model to identify the image of a flower and classify it into one of the five classes - daisy/dandelion/rose/sunflower/tulip. This is a tranfer learning model that uses the pretrained mobilenet from tensorflow to recognize flowers.

The model performs well with 97% accuracy on training data and 91% accuracy on test data.

flower-recogniser's People

Contributors

vijay-varadarajan avatar

Stargazers

 avatar

Watchers

Kostas Georgiou avatar  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.