fastai: create_cnn_model – R documentation

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fastai

create_cnn_model

Create_cnn_model

Description

Create custom convnet architecture using 'arch', 'n_in' and 'n_out'

Usage

create_cnn_model(
  arch,
  n_out,
  cut = NULL,
  pretrained = TRUE,
  n_in = 3,
  init = nn()$init$kaiming_normal_,
  custom_head = NULL,
  concat_pool = TRUE,
  lin_ftrs = NULL,
  ps = 0.5,
  bn_final = FALSE,
  lin_first = FALSE,
  y_range = NULL
)

Arguments

`arch`	a model architecture
`n_out`	number of outs
`cut`	cut
`pretrained`	pretrained model or not
`n_in`	input shape
`init`	initializer
`custom_head`	custom head
`concat_pool`	concatenate pooling
`lin_ftrs`	linear fiters
`ps`	parameter server
`bn_final`	batch normalization final
`lin_first`	linear first
`y_range`	y_range

Value

None

fastai

Interface to 'fastai'

v2.0.7

Apache License 2.0

Authors

Turgut Abdullayev [ctb, cre, cph, aut]

Initial release

create_cnn_model

Description

Usage

Arguments

Value

fastai

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