idea Pre-trained deep learning model suggestion in Imagery in ArcGIS Online Ideas

Pre-trained deep learning model suggestion

OrlandoZaloti — Thu, 04 Mar 2021 19:15:21 GMT

Initially, I would like to congratulate ESRI for the excellent initiative of providing a pre-trained model for classification with the Landsat-8. I would like to suggest that you also provide a pre-trained model for use with the Sentinel-2 (10-meter spatial resolution bands)

Re: Pre-trained deep learning model suggestion - Status changed to: Needs Clarification

KoryKramer — Thu, 04 Mar 2021 20:41:49 GMT

Thank you for submitting this idea @OrlandoZaloti

1. I'm moving this out of the My Esri idea exchange and into the Imagery and Remote Sensing idea exchange.

2. Is this what you're looking for? https://esriinc.maps.arcgis.com/home/item.html?id=afd124844ba84da69c2c533d4af10a58 The description seems to indicate it is what you are requesting:

"You can use your own Sentinel-2 scenes. Directly use the scenes as an input. If you have multiple scenes, it is recommended that you create a mosaic using the Manage Sentinel-2 imagery tool. You can use the Sentinel-2 Service with the processing template set to None.

This model is expected to work well at a cell size of 10 meters."

Could you please confirm that this is what you are requesting?

Thanks

Re: Pre-trained deep learning model suggestion

OrlandoZaloti — Thu, 04 Mar 2021 20:59:40 GMT

Hello Kramer

Your link opens a window called MAPSEA ESRI INC. that does not allow me to login...

Anyway, I read the topic Land Cover Classification at https://www.esri.com/arcgis-blog/products/arcgis/announcements/announcing-new-pretrained-models-at-fedgis/ and I thought that ESRI could train a specific model to use with Sentinel-2 as you did to use with Landsat-8.

Re: Pre-trained deep learning model suggestion

KoryKramer — Thu, 04 Mar 2021 21:03:45 GMT

Yes - I was linking from that blog as well. What about this: https://livingatlas.arcgis.com/en/browse/#d=3&q=type%3A%20deep%20learning%20package&type=tool (I clicked the link from the blog).

Re: Pre-trained deep learning model suggestion

OrlandoZaloti — Thu, 04 Mar 2021 22:15:52 GMT

You are right. I haven't seen it yet. Thank you Kramer!

Re: Pre-trained deep learning model suggestion - Status changed to: Already Offered

KoryKramer — Thu, 04 Mar 2021 22:17:12 GMT

Great! Glad that is what you were looking for.