Onnxjs Alternatives
Similar projects and alternatives to onnxjs
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onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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AppleNeuralHash2ONNX
Convert Apple NeuralHash model for CSAM Detection to ONNX.
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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onnxjs reviews and mentions
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Run WASM, a client side Python runtime
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-...
- AppleNeuralHash2ONNX: Convert Apple NeuralHash Model for CSAM Detection to ONNX
Stats
microsoft/onnxjs is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of onnxjs is TypeScript.