plot.torch_model: Plot Torch (deep learning) model

In sits: Satellite Image Time Series Analysis for Earth Observation Data Cubes

Plot Torch (deep learning) model

Description

Plots a deep learning model developed using torch.

Usage

## S3 method for class 'torch_model'
plot(x, y, ...)

Arguments

x	Object of class "torch_model".
y	Ignored.
...	Further specifications for plot.

Value

A plot object produced by the ggplot2 package showing the evolution of the loss and accuracy of the model.

Note

This code has been lifted from the "keras" package.

Please refer to the sits documentation available in <https://e-sensing.github.io/sitsbook/> for detailed examples.

Author(s)

Felipe Souza, [e-mail]

Rolf Simoes, [e-mail]

Alber Sanchez, [e-mail]

Examples

if (sits_run_examples()) {
    # Retrieve the samples for Mato Grosso
    # train a tempCNN model
    ml_model <- sits_train(samples_modis_ndvi, ml_method = sits_tempcnn)
    # plot the model
    plot(ml_model)
}

sits documentation built on Sept. 11, 2024, 6:36 p.m.