NAME

       otbgui_SampleAugmentation - OTB SampleAugmentation application

DESCRIPTION

       This is the Sample Augmentation (SampleAugmentation) application, version 6.6.0

       Generates   synthetic   samples   from   a  sample  data  file.   Complete  documentation:
       http://www.orfeo-toolbox.org/Applications/SampleAugmentation.html or -help

       Parameters: -in                        <string>         Input  samples   (mandatory)  -out
       <string>         Output samples  (mandatory)

       -field <string>         Field Name  (mandatory, no default value)

       -layer <int32>          Layer Index  (optional, off by default, default value is 0)

       -label <int32>           Label  of the class to be augmented  (mandatory, default value is
              1)

       -samples
              <int32>          Number of generated samples  (mandatory, default value is 100)

       -exclude
              <string list>    Field names for excluded features.  (mandatory, no default value)

       -strategy
              <string>         Augmentation strategy [replicate/jitter/smote] (mandatory, default
              value is replicate)

       -strategy.jitter.stdfactor <float>
              Factor  for  dividing  the  standard deviation of each feature  (mandatory, default
              value is 10)

       -strategy.smote.neighbors
              <int32>          Number of nearest neighbors.  (mandatory)

       -seed  <int32>          set user defined seed  (optional, off by default)

       -inxml <string>         Load otb application from xml file  (optional, off by default)

       -progress
              <boolean>        Report progress

       -help  <string list>    Display long help (empty list), or help for given parameters keys

       Use -help param1 [... paramN] to see detailed documentation of those parameters.

EXAMPLES

       otbgui_SampleAugmentation -in samples.sqlite -field  class  -label  3  -samples  100  -out
       augmented_samples.sqlite   -exclude   OGC_FID   name   class   originfid  -strategy  smote
       -strategy.smote.neighbors 5