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How to train and use custom deep learning model in 3D Exploratory Analysis toolbar in Pro?

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4 weeks ago
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kntr
by
Frequent Contributor

The 3D interactive object detection tool in the Exploratory Analysis toolbar in Arcgis Pro has pre-trained models for windows and doors detection from mesh. 

Ref: https://pro.arcgis.com/en/pro-app/latest/help/mapping/exploratory-analysis/interactive-object-detect...

Are there ways to train custom deep learning models to use with this tool? For example, road crack detection.

Or are there plans for Esri to add more pre-trained models into this tool?

Cheers!

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BobBooth1
Esri Regular Contributor

The Windows and Doors Extraction model item page (https://esriinc.maps.arcgis.com/home/item.html?id=8c0078cc7e314e31b20001d94daace5e) has a link to a developer documentation page on retraining the model:

https://developers.arcgis.com/python/latest/guide/retraining-windows-doors-extraction-model/

There is a crack detection model (for imagery) here:

https://esriinc.maps.arcgis.com/home/item.html?id=a9c3134e361e49a191efda169f5a337d

 

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