WebDNN VS deeplearn.js

Compare WebDNN vs deeplearn.js and see what are their differences.

WebDNN

The Fastest DNN Running Framework on Web Browser (by mil-tokyo)
Machine Learning deep-neural-networks Accelerate Optimization JavaScript Webgpu
Source Code
mil-tokyo.github.io
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deeplearn.js

By tensorflow
Machine Learning

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WebDNN deeplearn.js
3 -
1,970 8,527
0.0% -
0.0 0.0
about 1 year ago over 4 years ago
TypeScript TypeScript
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

WebDNN

Posts with mentions or reviews of WebDNN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-03.
  • I want to talk about WebGPU
    15 projects | news.ycombinator.com | 3 May 2023
    I haven't tried it myself, but it looks like several are already looking at implementing machine learning with WebGPU, and that this is one of the goals of WebGPU. Some info I found:

    * "WebGPU powered machine learning in the browser with Apache TVM" - https://octoml.ai/blog/webgpu-powered-machine-learning-in-th...

    * "Fastest DNN Execution Framework on Web Browser" https://mil-tokyo.github.io/webdnn/

    * "Google builds WebGPU into Chrome to speed up rendering and AI tasks" https://siliconangle.com/2023/04/07/google-builds-webgpu-chr...

  • Get started with GPU Compute on the web
    2 projects | news.ycombinator.com | 19 Jul 2022
    I think WebDNN[0] is working on enabling this sort of thing using WebGPU compute as a backend, but no experience with ML myself sorry. I do think WebGPU's compute API would be sufficient for ML inference, but can't say for sure.

    [0] https://mil-tokyo.github.io/webdnn/

  • webdnn: the fastest DNN running framework on Web Browser
    1 project | news.ycombinator.com | 30 Apr 2022

deeplearn.js

Posts with mentions or reviews of deeplearn.js. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning deeplearn.js yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing WebDNN and deeplearn.js you can also consider the following projects:

Keras.js - Run Keras models in the browser, with GPU support using WebGL

Brain.js - Simple feed-forward neural network in JavaScript

Synaptic.js - architecture-free neural network library for node.js and the browser

ConvNetJS - Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Synapses - A group of neural-network libraries for functional and mainstream languages

Tesseract.js - Pure Javascript OCR for more than 100 Languages 📖🎉🖥

Dannjs - Easy to use Deep Neural Network Library for JavaScript.

Propel

neurojs - A JavaScript deep learning and reinforcement learning library.

WebDNN vs Keras.js deeplearn.js vs Brain.js WebDNN vs Synaptic.js deeplearn.js vs ConvNetJS WebDNN vs Brain.js deeplearn.js vs Keras.js WebDNN vs Synapses deeplearn.js vs Tesseract.js WebDNN vs Dannjs deeplearn.js vs Propel WebDNN vs neurojs deeplearn.js vs Synaptic.js