NAME
otbcli_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
otbcli_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