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PyTorch Swimming Pools Detection Example in ArcGIS Pro

Step 0. Download the test deep learning model and image here. You can also use your own trained model and test image.

Step 1. Open "Detect Object Using Deep Learning" geoprocessing tool.

Step 2. Fill in the parameters.

Parameter Value
Input Raster "redlands_large_18_12_(2014).jpg"
Input Model Definition File pytorch_fastai_ssd.emd
Arguments padding:0, batch_size:1
Step 3. Run the GP tool.