Compute kmeans from random subset of pixels extracted from an image

init_kmeans(
  input_rast,
  output_dir,
  input_mask = NULL,
  SelectBands = NULL,
  nbclusters = 50,
  nbIter = 20,
  Kmeans_info_save = NULL,
  Kmeans_info_read = NULL,
  maxPixel_kmeans = 1e+05,
  algorithm = "Hartigan-Wong",
  nbCPU = 1,
  verbose = T,
  progressbar = T
)

Arguments

input_rast: character. Path and name of the image to be processed.
output_dir: character. Path for output directory
input_mask: character. Path and name of the mask corresponding to the image
SelectBands: numeric. bands selected from input_rast
nbclusters: numeric. number of clusters used in kmeans
nbIter: numeric. nb of iterations averaged to compute diversity indices
Kmeans_info_save: character. path where to save Kmeans_info
Kmeans_info_read: character. path where to read Kmeans_info
maxPixel_kmeans: numeric. max number of pixels to extract for kmeans
algorithm: character. algorithm used in the kmeans clustering
nbCPU: numeric. Number of CPUs available
verbose: boolean. set true for messages
progressbar: boolean. set true for progress bar during clustering

Value

Kmeans_info