Defines how many samples should be used per sample inside the
SampleImageList during classifier generation. Setting this property to
a value > 1 will lead to additional temporary images being generated
during the learning phase based on the settings of the properties
InstanceGeneration,
Symmetries,
RotationRange and
TranslationRange.
Namespace:
Stemmer.Cvb.Manto
Assembly:
Stemmer.Cvb.Manto (in Stemmer.Cvb.Manto.dll) Version: 14.0.0.0
public int SamplesPerImage { get; set; }Public Property SamplesPerImage As Integer
Get
Set
public:
property int SamplesPerImage {
int get ();
void set (int value);
}member SamplesPerImage : int with get, set
Property Value
Type:
Int32
Note that for each additional image beyond 1 being used, the
amount of memory required during the learning learnStage will effectively
be incremented by the the size of one Image List. Or, to put it
differently, if 5 samples per image are being used, Manto will need
five times the amount of memory (and time) it would take to learn the
classifier compared to the use of only 1 sample per image. This
consumption multiplies with the requirement generated by the setting
of the
Symmetries property.
SamplesPerImage and
Symmetries should
therefore be used with caution as you can easily generate a situation
where the classifier can no longer be generated from the Image List
because Manto runs out of memory during the learning phase.
Reference