OTB.SOMClassification: SOM image classification.
Unsupervised Self Organizing Map image classification.
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{"id": "OTB.SOMClassification", "title": "SOM image classification.", "description": "Unsupervised Self Organizing Map image classification.", "version": "1.0.0", "jobControlOptions": ["sync-execute", "async-execute", "dismiss"], "outputTransmission": ["value", "reference"], "links": [{"rel": "http://www.opengis.net/def/rel/ogc/1.0/execute", "type": "application/json", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/OTB.SOMClassification/execution"}, {"rel": "alternate", "type": "text/html", "title": "Execute End Point", "href": "http://demo.mapmint.com/ogc-api/processes/OTB.SOMClassification/execution.html"}], "inputs": {"in": {"title": "Input image to classify.", "description": "Input image to classify.", "extended-schema": {"oneOf": [{"allOf": [{"$ref": "http://zoo-project.org/dl/link.json"}, {"type": "object", "properties": {"type": {"enum": ["image/tiff", "image/jpeg", "image/png"]}}}]}, {"type": "object", "required": ["value"], "properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "in"}, "out": {"title": "Output classified image (each pixel contains the index of its corresponding vector in the SOM).", "description": "Output classified image (each pixel contains the index of its corresponding vector in the SOM).", "schema": {"type": "string", "default": "uint8", "enum": ["uint8", "uint16", "int16", "int32", "int32", "float", "double"]}, "id": "out"}, "vm": {"title": "Validity mask (only pixels corresponding to a mask 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{"title": "Probability for a sample to be selected in the training set", "description": "Probability for a sample to be selected in the training set", "schema": {"type": "number", "default": 1, "format": "double", "nullable": true}, "id": "tp"}, "ts": {"title": "Maximum training set size (in pixels)", "description": "Maximum training set size (in pixels)", "schema": {"type": "integer", "nullable": true}, "id": "ts"}, "som": {"title": "Output image containing the Self-Organizing Map", "description": "Output image containing the Self-Organizing Map", "schema": {"type": "string", "default": "float", "enum": ["uint8", "uint16", "int16", "int32", "int32", "float", "double"], "nullable": true}, "id": "som"}, "sx": {"title": "X size of the SOM map", "description": "X size of the SOM map", "schema": {"type": "integer", "default": 32, "nullable": true}, "id": "sx"}, "sy": {"title": "Y size of the SOM map", "description": "Y size of the SOM map", "schema": {"type": "integer", "default": 32, "nullable": true}, "id": "sy"}, "nx": {"title": "X size of the initial neighborhood in the SOM map", "description": "X size of the initial neighborhood in the SOM map", "schema": {"type": "integer", "default": 10, "nullable": true}, "id": "nx"}, "ny": {"title": "Y size of the initial neighborhood in the SOM map", "description": "Y size of the initial neighborhood in the SOM map", "schema": {"type": "integer", "default": 10}, "id": "ny"}, "ni": {"title": "Number of iterations for SOM learning", "description": "Number of iterations for SOM learning", "schema": {"type": "integer", "default": 5, "nullable": true}, "id": "ni"}, "bi": {"title": "Initial learning coefficient", "description": "Initial learning coefficient", "schema": {"type": "number", "default": 1, "format": "double", "nullable": true}, "id": "bi"}, "bf": {"title": "Final learning coefficient", "description": "Final learning coefficient", "schema": {"type": "number", "default": 0.1, "format": "double", "nullable": true}, 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"properties": {"value": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}}}]}, "schema": {"oneOf": [{"type": "string", "contentEncoding": "base64", "contentMediaType": "image/tiff"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/jpeg"}, {"type": "string", "contentEncoding": "base64", "contentMediaType": "image/png"}]}, "id": "som"}}}
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http://demo.mapmint.com/ogc-apihttp://localhost/ogc-api/processes/OTB.SOMClassification.html Last modified: Sat Feb 19 15:43:34 CET 2022