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22 lines
2.2 KiB
Plaintext
22 lines
2.2 KiB
Plaintext
Artificial Neural Network Classification (OpenCV)
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imagery_opencv
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QgsProcessingParameterMultipleLayers|FEATURES|Features|3|None|False
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QgsProcessingParameterBoolean|NORMALIZE|Normalize|False
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QgsProcessingParameterFeatureSource|TRAIN_AREAS|Training Areas|2|None|False
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QgsProcessingParameterFeatureSource|TRAIN_CLASS|Class Identifier|5|None|False
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QgsProcessingParameterRasterDestination|CLASSES|Classification
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QgsProcessingParameterNumber|ANN_LAYERS|Number of Layers|QgsProcessingParameterNumber.Integer|3|False|1|None
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QgsProcessingParameterNumber|ANN_NEURONS|Number of Neurons|QgsProcessingParameterNumber.Integer|3|False|1|None
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QgsProcessingParameterNumber|ANN_MAXITER|Maximum Number of Iterations|QgsProcessingParameterNumber.Integer|300|False|1|None
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QgsProcessingParameterNumber|ANN_EPSILON|Error Change (Epsilon)|QgsProcessingParameterNumber.Double|0.000000|False|0.000000|None
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QgsProcessingParameterEnum|ANN_ACTIVATION|Activation Function|[0] Identity;[1] Sigmoid;[2] Gaussian|False|1
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QgsProcessingParameterNumber|ANN_ACT_ALPHA|Function's Alpha|QgsProcessingParameterNumber.Double|1.000000|False|None|None
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QgsProcessingParameterNumber|ANN_ACT_BETA|Function's Beta|QgsProcessingParameterNumber.Double|1.000000|False|None|None
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QgsProcessingParameterEnum|ANN_PROPAGATION|Training Method|[0] resilient propagation;[1] back propagation|False|1
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QgsProcessingParameterNumber|ANN_RP_DW0|Initial Update Value|QgsProcessingParameterNumber.Double|0.000000|False|None|None
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QgsProcessingParameterNumber|ANN_RP_DW_PLUS|Increase Factor|QgsProcessingParameterNumber.Double|1.200000|False|1.010000|None
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QgsProcessingParameterNumber|ANN_RP_DW_MINUS|Decrease Factor|QgsProcessingParameterNumber.Double|0.500000|False|0.010000|0.990000
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QgsProcessingParameterNumber|ANN_RP_DW_MIN|Lower Value Update Limit|QgsProcessingParameterNumber.Double|0.100000|False|0.010000|None
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QgsProcessingParameterNumber|ANN_RP_DW_MAX|Upper Value Update Limit|QgsProcessingParameterNumber.Double|1.100000|False|1.010000|None
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QgsProcessingParameterNumber|ANN_BP_DW|Weight Gradient Term|QgsProcessingParameterNumber.Double|0.100000|False|None|None
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QgsProcessingParameterNumber|ANN_BP_MOMENT|Moment Term|QgsProcessingParameterNumber.Double|0.100000|False|None|None |