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