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ConvNetJS

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Modernizr

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Modernizr vs ConvNetJS: What are the differences?

Developers describe Modernizr as "Respond to your user’s browser features". It’s a collection of superfast tests or detects as we like to call them which run as your web page loads, then you can use the results to tailor the experience to the user. It tells you what HTML, CSS and JavaScript features the user’s browser has to offer. On the other hand, ConvNetJS is detailed as "Deep Learning in your browser". It is a Javascript library for training Deep Learning models (Neural Networks) entirely in your browser. Open a tab and you're training. No software requirements, no compilers, no installations, no GPUs, no sweat.

Modernizr and ConvNetJS are primarily classified as "JavaScript Compilers" and "Javascript Utilities & Libraries" tools respectively.

Some of the features offered by Modernizr are:

  • Easy to deliver tiered experiences
  • Make use of the latest and greatest features in browsers
  • Without leaving less fortunate users high and dry.

On the other hand, ConvNetJS provides the following key features:

  • Formulate and solve Neural Networks in Javascript
  • Training Deep Learning models (Neural Networks) entirely in your browser
  • No compilers, No installations

Modernizr and ConvNetJS are both open source tools. It seems that Modernizr with 24K GitHub stars and 3.03K forks on GitHub has more adoption than ConvNetJS with 9.8K GitHub stars and 1.95K GitHub forks.

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What is ConvNetJS?

It is a Javascript library for training Deep Learning models (Neural Networks) entirely in your browser. Open a tab and you're training. No software requirements, no compilers, no installations, no GPUs, no sweat.

What is Modernizr?

It’s a collection of superfast tests or detects as we like to call them which run as your web page loads, then you can use the results to tailor the experience to the user. It tells you what HTML, CSS and JavaScript features the user’s browser has to offer.

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    What tools integrate with ConvNetJS?
    What tools integrate with Modernizr?
    What are some alternatives to ConvNetJS and Modernizr?
    TensorFlow
    TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
    jQuery
    jQuery is a cross-platform JavaScript library designed to simplify the client-side scripting of HTML.
    React
    Lots of people use React as the V in MVC. Since React makes no assumptions about the rest of your technology stack, it's easy to try it out on a small feature in an existing project.
    AngularJS
    AngularJS lets you write client-side web applications as if you had a smarter browser. It lets you use good old HTML (or HAML, Jade and friends!) as your template language and lets you extend HTML’s syntax to express your application’s components clearly and succinctly. It automatically synchronizes data from your UI (view) with your JavaScript objects (model) through 2-way data binding.
    Vue.js
    It is a library for building interactive web interfaces. It provides data-reactive components with a simple and flexible API.
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