Hello, I am about to start training a deep learning model and just need to understand a little more about processing. I am aiming to process a large area (~2,500 km2) but it's impractical to download the aerial imagery for this. Can I train the model on a smaller area, and then use a WMS service, or even the ArcGIS Imagery basemap to return identified features? Or do I need to download the entire dataset and store it locally?
Thanks in advance.
If you do find anything please share. I was sure that I read somewhere that imagery services (unless a WMS service doesn't count) can be an input to the Deep Learning tools.