How-to: Extracting Building Footprints using Esri's Deep Learning Model

In this video, learn how to use Esri's Building Footprint Extraction deep learning model with ArcGIS Pro. This deep learning model is used to extract building footprints from high resolution satellite imagery. While its designed to work optimum in the subcontinent United States, it is seen to perform beautifully in other part of the globe as well. The resultant building footprint layers are useful in preparing base maps and analysis workflows for urban planning and development, insurance, taxation, change detection, infrastructure planning and a variety of other applications.

This model is accessible for anyone with an ArcGIS Online subscription at no additional cost.

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[ArsenBeglarian]

Thanks for the great tutorial. We need more of this awesome content from esri.

[oscarmorales]

Is there anyway to get the opposite. Instead figure out the grass acre, for both the back and front of the house and input it to a table ?

[jahanzaibjamshed]

Sir, what is the spatial resolution of Sweden imagery and can you specify satellite imagery?
There are 3 more parameter bboxes,
Mean, and tile sizes, what are they for?

[greigstar]

My output feature keeps coming up empty

[FuzzyBlast]

What is the image resolution? Does image quality make a difference?

[josiahjoseph]

are there any costs in accessing the deep learning building footprint models in ArcGIS imagey atlas

[albadi]

I have an error 160676 domain name. Does anyone have a solution?

[rogerganga]

How accurate is the model? What is the difference between Microsoft's global footprint data vs extracting via ESRI? Curious to know more

[deepakjadhav]

How to install deep learning libraries?

[sevvalbulut]

My output comes empty too. What could be the problem?

[lucyeekumari]

Will it work for other parts of the world?

[niflag]

Invalid deep learning model type for the USA Building Footprints

[navaneethangn]

Hey Brother, Love your vid, Does this work in india?

[jaco]

Why my output coming empty? What image is used for this?

[indianindian]

Is this free or license version.Can you please reply?

[DanFrederiksen]

it should do proper 3d models from lidar instead

[eminsimsek]

does not work. it goes up to 1% then downs 0% again when I try to run it.

[-kaisarahmadlone]

sir please send me the download link of arcgis pro 2.6