onnxruntime-rs VS tractjs

Compare onnxruntime-rs vs tractjs and see what are their differences.

onnxruntime-rs

Rust wrapper for Microsoft's ONNX Runtime (version 1.8) (by nbigaouette)
Onnxruntime Onnx Rust onnx-runtime onnxruntime-sys Inference rust-wrapper
Source Code
Suggest alternative
Edit details

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
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
WorkOS - The modern identity platform for B2B SaaS
The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
workos.com
featured
onnxruntime-rs tractjs
2 1
260 76
- -
0.0 0.0
about 2 months ago over 1 year ago
Rust 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.
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.

onnxruntime-rs

Posts with mentions or reviews of onnxruntime-rs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-29.

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 onnxruntime-rs and tractjs you can also consider the following projects:

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

neuronika - Tensors and dynamic neural networks in pure Rust.

rust-gpu - 🐉 Making Rust a first-class language and ecosystem for GPU shaders 🚧

run-wasm - Run WASM based code executions in the browser easily

deno - A modern runtime for JavaScript and TypeScript.

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

ort - A Rust wrapper for ONNX Runtime

onnxjs - ONNX.js: run ONNX models using JavaScript

csl-mobile-bridge - React-native bindings for Emurgo's cardano-serialization-lib (Cardano haskell Shelley)

blindai - Confidential AI deployment with secure enclaves :lock:

autograph - Machine Learning Library for Rust

onnxruntime-rs vs tract tractjs vs neuronika onnxruntime-rs vs rust-gpu tractjs vs run-wasm onnxruntime-rs vs deno tractjs vs kosmonaut onnxruntime-rs vs ort tractjs vs onnxjs onnxruntime-rs vs csl-mobile-bridge tractjs vs tract onnxruntime-rs vs blindai tractjs vs autograph