Use the model

You can use this model in the Classify Pixels Using Deep Learning tool available in the Image Analyst toolbox in ArcGIS Pro.

1. Add the oriented imagery in ArcGIS Pro.
2. Click the Analysis tab and browse to Tools.

   

3. Click the Toolboxes tab in the Geoprocessing pane, select Image Analyst Tools, and browse to the Classify Pixels Using Deep Learning tool under Deep Learning.

   

4. Set the variables under the Parameters tab as follows:
   1. Input Raster—Select the oriented imagery.
   2. Output Detected Objects—Set the output raster that will contain the image with blurred faces.
   3. Model Definition—Select the pretrained model .dlpk file.
   4. Arguments (optional)—Change the values of the arguments if required.

      Set the value of score_threshold to control the blur predictions.

      

5. If available, it is preferred to set the Processor Type to GPU on the Environments tab.
6. Click Run to execute.

   As soon as processing finishes, the output layer is added to the map.