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 on 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 license plates.
   3. Model Definition—Select the pretrained model .dlpk file.
   4. Arguments (optional)—Change the values of the arguments if required.
      • score_threshold—The detections with a confidence score higher than this threshold are blurred by the model. The allowed values range from 0 to 1.0.
      • blur_faces—If true, human faces will also be blurred by the model.
      • blur_kernal_size—The size of the blurring kernel to be used (in pixels). This affects the degree of blurring.

      

5. Set Processor Type to GPU, if available, on the Environments tab.
6. Click Run.

   The output layer is added to the map.