![]() If your input training sample data is a class map, use the Classified Tiles option as your output metadata format. The name of the metadata file matches the input source image name. xml file containing the training sample data contained in the minimum bounding rectangle. If your input training sample data is a feature class layer, such as a building layer or standard classification training sample file, use the KITTI or PASCAL VOC rectangles option. The four options for output metadata labels for the training data are KITTI rectangles, PASCAL VOC rectangles, Classified Tiles (a class map), and RCNN Masks. ![]() Specifies the format of the output metadata labels. Syntax ExportTrainingDataForDeepLearning(in_raster, out_folder, in_class_data, image_chip_format, ) Parameter The cell size and extent can be adjusted using the geoprocessing environment settings. Image chips are often 256 pixel rows by 256 pixel columns, unless the training sample size is larger. Use your existing classification training sample data, or GIS feature class data such as a building footprint layer, to generate image chips containing the class sample from your source image. This tool will create training datasets to support third-party deep learning applications, such as Google TensorFlow, PyTorch, or Microsoft CNTK.ĭeep learning class training samples are based on small subimages containing the feature or class of interest, called image chips. The output is a folder of image chips and a folder of metadata files in the specified format. Private void ShowMetadataDialog ( object sender, System.Uses a remote sensing image to convert labeled vector or raster data into deep learning training datasets. Show the layout in the app SetContentView(layout) Add the map view to the layout _myMapView = new MapView( this ) ShowMetadataButton.Click += ShowMetadataDialog Add a button to show the metadata Button showMetadataButton = new Button( this ) See the License for the specific // language governing permissions and limitations under the License. You may obtain a copy of the License at: // // Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an // "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // Licensed under the Apache License, Version 2.0 (the "License") you may not use this file except in compliance with the License. TagsĬredits, description, metadata, package, shape file, shapefile, summary, symbology, tags, visualization Sample Code The Aurora Colorado Shapefiles are available as an item on ArcGIS Online. This sample uses a shapefile showing bike trails in Aurora, CO.
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