Facade node

Mix.install(
  [
    {:kino_bumblebee, "~> 0.3.0"},
    {:exla, "~> 0.5.1"}
  ],
  config: [nx: [default_backend: EXLA.Backend]]
)

:ok

ResNet

image_input = Kino.Input.image("Image", size: {224, 224})
form = Kino.Control.form([image: image_input], submit: "Run")
frame = Kino.Frame.new()

Kino.listen(form, fn %{data: %{image: image}} ->
  if image do
    Kino.Frame.render(frame, Kino.Text.new("Running..."))

    Nx.Serving.run(ResNet.build(), ResNet.reshape(image))
    |> ResNet.for_render()
    |> then(&Kino.Frame.render(frame, &1))
  end
end)

Kino.Layout.grid([form, frame], boxed: true, gap: 16)

BLIP

image_input = Kino.Input.image("Image", size: {224, 224})
form = Kino.Control.form([image: image_input], submit: "Run")
frame = Kino.Frame.new()

Kino.listen(form, fn %{data: %{image: image}} ->
  if image do
    Kino.Frame.render(frame, Kino.Text.new("Running..."))

    Nx.Serving.run(BLIP.build(), BLIP.reshape(image))
    |> BLIP.for_render()
    |> then(&Kino.Frame.render(frame, Kino.Text.new(&1)))
  end
end)

Kino.Layout.grid([form, frame], boxed: true, gap: 16)