Code Monkey home page Code Monkey logo

ml-image-classification's Introduction

Image Classification Using Machine Learing Model

In this project, We are creating a machine learning classifier to classify and group similar kind of image to the sample images from the given dataset. The model leverages Keras-API to process the images and imagenet model to extract features of the images. So It can be classified based on the cosine similarity of sample image and rest of image in dataset.

  • Dataset Used - Contains all the dataset including TrainData/ (contains all the images of dogs) and sampleImg/ (contains a single img of the germen sheperd)
  • Training Data - Contains image of dogs of all breed (germen shepred,pug and golden retriver)
  • SampleImg - Contains a single image of the handsome guy we used as a sample

ml-image-classification's People

Contributors

vivek09thakur avatar

Stargazers

Rahul Raj 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.