Fine tunning a pretrained model in ArcGIS Pro

Question

Hi, I'm looking for an example of fine-tunning a pretrained model for pixel classification in ArcGIS Pro. I've found the one for object detection, with the tents camp, but it seems that it doesn't "translate" exactly for pixel classification... is there an example somewhere?

PavanYadav · Answer

@MariadaConceiçãoProença

in case other users reach to this post. here is an example

Repurposing Deep Learning Models using Transfer Learning in ArcGIS

A side note: We have an ArcGIS Image Analyst dedicated community and here you might get response sooner on your imagery related issues/questions.

Cheers!

Pavan Yadav | Product Engineer - Imagery and AI
Esri | 380 New York | Redlands, 92373 | USA

https://www.linkedin.com/in/pavan-yadav-1846606/

Robert_LeClair · Answer

Caveat - I am definitely not 100% savy in the deep learning models BUT what ArcGIS pretrained model are you using?  For the High Resolution Land Cover Classification model here it describes at the end of the page how to fine tune the model.  Perhaps this is a similar workflow for your pretrained model...depending on which one you're using.