Create_inception — create_inception • fastai

Creates an InceptionTime arch from `ni` channels to `nout` outputs.

create_inception(
  ni,
  nout,
  kss = c(39, 19, 9),
  depth = 6,
  bottleneck_size = 32,
  nb_filters = 32,
  head = TRUE
)

Arguments

ni: number of input channels
nout: number of outputs, should be equal to the number of classes for classification tasks.
kss: kernel sizes for the inception Block.
depth: depth
bottleneck_size: The number of channels on the convolution bottleneck.
nb_filters: Channels on the convolution of each kernel.
head: TRUE if we want a head attached.

model