WMS and Deep Learning

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12-09-2020 02:15 AM
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JoshWolstenholme
New Contributor II

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.

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NickMiddleton
New Contributor

Hi Josh.

Did you get anywhere with this?

Cheers,

Nick

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JoshWolstenholme
New Contributor II

Hi Nick,

No - I ended up downloading the imagery, but, it's now something that I'm actively planning on looking into over the next few weeks.

Josh

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NickMiddleton
New Contributor

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.

Cheers,

Nick

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