% Generated by roxygen2: do not edit by hand

% Please edit documentation in R/create_model_utils.R

\name{reshape_input}

\alias{reshape_input}

\title{Replace input layer}

\usage{

reshape_input(model, input_shape)

}

\arguments{

\item{model}{A keras model.}

\item{input_shape}{The new input shape vector (without batch size).}

}

\value{

A keras model with changed input shape of input model.

}

\description{

Replace first layer of model with new input layer of different shape. Only works for sequential models that

use CNN and LSTM layers.

}

\examples{

\dontshow{if (reticulate::py_module_available("tensorflow")) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf}

model_1 <-  create_model_lstm_cnn(

  maxlen = 50,

  kernel_size = c(10, 10),

  filters = c(64, 128),

  pool_size = c(2, 2),

  layer_lstm = c(32),

  verbose = FALSE,

  layer_dense = c(64, 2))

model <- reshape_input(model_1, input_shape = c(120, 4))

model

\dontshow{\}) # examplesIf}

}