run-wasm VS tractjs

Compare run-wasm vs tractjs and see what are their differences.

run-wasm

Run WASM based code executions in the browser easily (by slipHQ)
WASM WebAssembly Hack HacktoberFest
Source Code
runwasm.com
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tractjs

Run ONNX and TensorFlow inference in the browser. (by bminixhofer)
Onnx tensorflow-inference Machine Learning Rust neural-networks WASM Browser
Source Code
bminixhofer.github.io
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run-wasm tractjs
1 1
464 76
0.4% -
3.6 0.0
about 2 years ago over 1 year ago
TypeScript Rust
Apache License 2.0 GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

run-wasm

Posts with mentions or reviews of run-wasm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-26.

tractjs

Posts with mentions or reviews of tractjs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-26.
  • Run WASM, a client side Python runtime
    3 projects | news.ycombinator.com | 26 Sep 2021
    Tensorflow (and by extension Keras) offload most of the actual work to C++ or C, so having those compile to WebAssembly would (I imagine) be a herculean effort.

    Instead, The TF team maintains TFJS, which can run on WebAssembly[0].

    There are also tractjs[1], and onnyxjs[2], both of which allow you to run (most) ONNX models (which is an open standard for specifying ML models) using WebAssembly and WebGL(only onnyxjs supports WebGL). A bunch of frameworks (caffe, pytorch, TF) support exporting to/importing from ONNX.

    [0] https://blog.tensorflow.org/2020/03/introducing-webassembly-...

    [1] https://github.com/bminixhofer/tractjs

    [2] https://github.com/microsoft/onnxjs

What are some alternatives?

When comparing run-wasm and tractjs you can also consider the following projects:

onnxjs - ONNX.js: run ONNX models using JavaScript

neuronika - Tensors and dynamic neural networks in pure Rust.

vite-plugin-rsw - 🦞 wasm-pack plugin for Vite

kosmonaut - A web browser engine for the space age :rocket:

wasup - A zero-dependency, isomorphic library for emitting WebAssembly

video-transcoder - Android app for video and audio transcoder, based on FFmpeg

onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)

tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.

tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference

tensorjs - Deep learning for the Web

autograph - Machine Learning Library for Rust

run-wasm vs onnxjs tractjs vs neuronika run-wasm vs vite-plugin-rsw tractjs vs kosmonaut run-wasm vs wasup tractjs vs onnxjs run-wasm vs video-transcoder tractjs vs onnxruntime-rs run-wasm vs tfjs tractjs vs tract run-wasm vs tensorjs tractjs vs autograph