/live_onnx

ML application sample with LiveView and Axon

Primary LanguageElixir

LiveOnnx

Requirements:

  • Elixir installed

To start your Phoenix server:

  • Install dependencies with mix deps.get
  • get supported onnx model
  • Start Phoenix endpoint with mix phx.server or inside IEx with iex -S mix phx.server

Now you can visit localhost:4000 from your browser.

Ready to run in production? Please check our deployment guides.

demo

40d63a6b33f36019e48cc8ef95d1a0a1.mp4

supported model

  • ResNet18
  • AlexNet
  • SqueezeNet
  • Vgg16
  • ConvNext

unsupported model

  • densenet -> unsupported "Pad" 2022/06/05
  • inception -> unsupported "Pad" 2022/06/05
  • shufflenet -> unable to build model from ONNX graph, expected value onnx::Conv_378 to be a graph input, but it was not present in built graphs 2022/06/05

export onnx proccess

see model/model_name directory