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tum-ei-eda / mlonmcu

Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends

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Add ONNX frontend

PhilippvK opened this issue · comments

commented

As TVM can process .onnx (pretrained) models, it would be great if we could also sue them

Tasks

  • Look for example ONNX models (for MCUs) and add them to mlonmcu-models
  • Implement OnnxFrontend
  • Integration into TVMBackend's
  • Consider adding unit/integration tests

Warning

The frontends-API in mlonmcu is currently very limited as there only exists the tflite frontend. It is likely that we run into some minor issue when adding more complex frontends in the future.