ONNX model fails to load in browser #97

elaith9 · 2021-08-30T15:27:18Z

elaith9
Aug 30, 2021

Hello I'm trying to load onnx model using JS in browser. I'm using official example from ONNX github:

<html>
  <head> </head>

  <body>
    <!-- Load ONNX.js -->
    <script src="https://cdn.jsdelivr.net/npm/onnxjs/dist/onnx.min.js"></script>
    <!-- Code that consume ONNX.js -->
    <script>
      // create a session
      const myOnnxSession = new onnx.InferenceSession();
      // load the ONNX model file
      myOnnxSession.loadModel("./my-model.onnx").then(() => {
        // generate model input
        const inferenceInputs = getInputs();
        // execute the model
        myOnnxSession.run(inferenceInputs).then((output) => {
          // consume the output
          const outputTensor = output.values().next().value;
          console.log(`model output tensor: ${outputTensor.data}.`);
        });
      });
    </script>
  </body>
</html>

But loading fails with following message. Do you have any idea what might cause this? I found no information on onnx website.

Answered by snakers4

Sep 16, 2021

Running silero-vad on Android - https://github.com/bgubanov/VadExample
You need to use this model - https://github.com/snakers4/silero-vad/blob/master/files/model_micro_mobile.jit

View full answer

snakers4 · 2021-08-30T15:33:33Z

snakers4
Aug 30, 2021
Maintainer

To be honest, we have not tried these models on JS, but this model was reported to work on mobile successfully - https://github.com/snakers4/silero-vad/blob/master/files/model_micro_mobile.jit

Last time someone from community tried ONNX.js it was abandoned and kind of did not work

Their README points to this page now - https://github.com/microsoft/onnxruntime/tree/master/js/web

0 replies

snakers4 · 2021-08-30T15:34:41Z

snakers4
Aug 30, 2021
Maintainer

Same issue here is stale - microsoft/onnxjs#302

0 replies

elaith9 · 2021-08-31T10:08:10Z

elaith9
Aug 31, 2021
Author

To be honest, we have not tried these models on JS, but this model was reported to work on mobile successfully - https://github.com/snakers4/silero-vad/blob/master/files/model_micro_mobile.jit

Last time someone from community tried ONNX.js it was abandoned and kind of did not work

Their README points to this page now - https://github.com/microsoft/onnxruntime/tree/master/js/web

Is there any example of running .jit model on Android? Thanks

0 replies

snakers4 · 2021-08-31T10:32:09Z

snakers4
Aug 31, 2021
Maintainer

Is there any example of running .jit model on Android? Thanks

Some people who requested the model_micro_mobile.jit promised to publish some form of guide
But they did not (ノಠ益ಠ)ノ彡┻━┻

0 replies

snakers4 · 2021-09-16T03:44:30Z

snakers4
Sep 16, 2021
Maintainer

Running silero-vad on Android - https://github.com/bgubanov/VadExample
You need to use this model - https://github.com/snakers4/silero-vad/blob/master/files/model_micro_mobile.jit

0 replies

snakers4 · 2021-12-17T15:29:27Z

snakers4
Dec 17, 2021
Maintainer

New ONNX model released - https://github.com/snakers4/silero-vad/releases/tag/v3.1
Also ONNX recently got another new backend to run in JS

0 replies

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ONNX model fails to load in browser #97

elaith9 Aug 30, 2021

Replies: 6 comments

snakers4 Aug 30, 2021 Maintainer

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elaith9 Aug 31, 2021 Author

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elaith9
Aug 30, 2021

snakers4
Aug 30, 2021
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snakers4
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elaith9
Aug 31, 2021
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snakers4
Aug 31, 2021
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snakers4
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