.\" DO NOT MODIFY THIS FILE!  It was generated by help2man 1.47.6.
.TH OTBGUI_SAMPLEAUGMENTATION "1" "May 2018" "otbgui_SampleAugmentation 6.6.0" "User Commands"
.SH NAME
otbgui_SampleAugmentation \- OTB SampleAugmentation application
.SH DESCRIPTION
This is the Sample Augmentation (SampleAugmentation) application, version 6.6.0
.PP
Generates synthetic samples from a sample data file.
Complete documentation: http://www.orfeo\-toolbox.org/Applications/SampleAugmentation.html or \fB\-help\fR
.PP
Parameters:
\fB\-in\fR                        <string>         Input samples  (mandatory)
\fB\-out\fR                       <string>         Output samples  (mandatory)
.TP
\fB\-field\fR
<string>         Field Name  (mandatory, no default value)
.TP
\fB\-layer\fR
<int32>          Layer Index  (optional, off by default, default value is 0)
.TP
\fB\-label\fR
<int32>          Label of the class to be augmented  (mandatory, default value is 1)
.TP
\fB\-samples\fR
<int32>          Number of generated samples  (mandatory, default value is 100)
.TP
\fB\-exclude\fR
<string list>    Field names for excluded features.  (mandatory, no default value)
.TP
\fB\-strategy\fR
<string>         Augmentation strategy [replicate/jitter/smote] (mandatory, default value is replicate)
.TP
\fB\-strategy\fR.jitter.stdfactor <float>
Factor for dividing the standard deviation of each feature  (mandatory, default value is 10)
.TP
\fB\-strategy\fR.smote.neighbors
<int32>          Number of nearest neighbors.  (mandatory)
.TP
\fB\-seed\fR
<int32>          set user defined seed  (optional, off by default)
.TP
\fB\-inxml\fR
<string>         Load otb application from xml file  (optional, off by default)
.TP
\fB\-progress\fR
<boolean>        Report progress
.TP
\fB\-help\fR
<string list>    Display long help (empty list), or help for given parameters keys
.PP
Use \fB\-help\fR param1 [... paramN] to see detailed documentation of those parameters.
.SH 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