Giter Club home page Giter Club logo

person_identify-using-tensorflow-js's Introduction

Person identify using Deep Learning, Tensorflow-JS

TensorFlow.js is a JavaScript Library for training and deploying machine learning models in the browser and in Node.js. I complete a project as a assignment of Coursera TensorFlow: Data and Deployment Specialization, course-1,Browser-based Models with TensorFlow.js week-4.

Requiremnts

  • tensorflow js-1.5.2
  • pretrained model
  • Web server for Chrome
  • html5
  • css
  • webcam

For Testing

Clone the hole repository and extract. After that, open the retrain.html file. Then capture the 4 types of images using click the button(Rakib, Nazmul, Shemul, Mayen) .Here I captured my four friend's faces. After captured all classes of imgages, click the 'Train Network' button to train the model. After trainig, to see the prediction click the 'Start Identificatin' button to identify person. You will see the output, camera identify person with time uder the 'Start Identification' butto..

Sample output

Sample 1(Rakib)

alt text

Sample 2(Nazmul)

alt text

#Python #Deep Learning, #Tensorflow-JS #CNN

person_identify-using-tensorflow-js's People

Contributors

rakib-h avatar

Watchers

James Cloos 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.