Artificial Neural Network Classification (OpenCV)
imagery_opencv
ParameterMultipleInput|FEATURES|Features|3|False
ParameterBoolean|NORMALIZE|Normalize|False
ParameterVector|TRAIN_AREAS|Training Areas|2|False
ParameterTable|TRAIN_CLASS|Class Identifier|False
OutputRaster|CLASSES|Classification
ParameterNumber|ANN_LAYERS|Number of Layers| 1|None| 3
ParameterNumber|ANN_NEURONS|Number of Neurons| 1|None| 3
ParameterNumber|ANN_MAXITER|Maximum Number of Iterations| 1|None| 300
ParameterNumber|ANN_EPSILON|Error Change (Epsilon)| 0.000000|None| 0.000000
ParameterSelection|ANN_ACTIVATION|Activation Function|[0] Identity;[1] Sigmoid;[2] Gaussian| 1
ParameterNumber|ANN_ACT_ALPHA|Function's Alpha|None|None| 1.000000
ParameterNumber|ANN_ACT_BETA|Function's Beta|None|None| 1.000000
ParameterSelection|ANN_PROPAGATION|Training Method|[0] resilient propagation;[1] back propagation| 1
ParameterNumber|ANN_RP_DW0|Initial Update Value|None|None| 0.000000
ParameterNumber|ANN_RP_DW_PLUS|Increase Factor| 1.010000|None| 1.200000
ParameterNumber|ANN_RP_DW_MINUS|Decrease Factor| 0.010000| 0.990000| 0.500000
ParameterNumber|ANN_RP_DW_MIN|Lower Value Update Limit| 0.010000|None| 0.100000
ParameterNumber|ANN_RP_DW_MAX|Upper Value Update Limit| 1.010000|None| 1.100000
ParameterNumber|ANN_BP_DW|Weight Gradient Term|None|None| 0.100000
ParameterNumber|ANN_BP_MOMENT|Moment Term|None|None| 0.100000