Code Monkey home page Code Monkey logo

tensorflow-toy's Introduction

TensorFlow Toy

This project is a simple demonstration of using TensorFlow.js's Face landmark detection to acheive simple SnapChat-like filters in the browser, allowing the user to take a snapshot and save the end result.

TODO

This project is a work in progress...

  • Improve this README
  • Update CSS ID's and class names for components
  • Improve component styling
  • Get webcam stream and display it back to the user
  • Get webcam stream and display it back to the user

Installation

To install the project, run:

npm install

This will install all the necessary dependencies listed in the package.json file.

Building

To build the project, run:

npm run build

This will use Parcel to bundle the project and output the result in the dist directory.

Development

To start the development server, run:

npm run dev

This will start a Parcel development server with hot module replacement.

Dependencies

This project uses several dependencies:

  • TensorFlow.js and its CPU and WebGL backends for running the object detection model.
  • The COCO-SSD model for object detection.
  • Parcel for bundling the project.
  • Sass for styling.
  • License:
    • This project is licensed under the MIT license.

tensorflow-toy's People

Contributors

j-sherrick avatar

Watchers

 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.