topic Re: Deep learning in Esri Young Professionals Network Networking

Deep learning

DennisLuka1 — Fri, 06 Sep 2024 23:42:14 GMT

Deep learning tools is great , wish to know more on it please

Re: Deep learning

CodyPatterson — Mon, 09 Sep 2024 11:28:30 GMT

Deep learning tools are great! They can definitely be extremely helpful in tasks that require predictions, inferred datasets and many other applications, these are the resources I used when learning about Deep Learning and ArcGIS:

https://pro.arcgis.com/en/pro-app/latest/help/analysis/deep-learning/deep-learning-in-arcgis-pro.htm

This link leads to the main ArcGIS Pro documentation regarding deep learning, a very large store of information that would be helpful!

https://www.esri.com/en-us/arcgis/deep-learning-models?srsltid=AfmBOoqIjvV28SJt6VCpTwFNa60aahpf6PSsaKhS22gv_oTlXk2Y6bor

This link here covers pretrained models, which would be exceptionally helpful in situations where a model was already created that would assist you in your data modeling.

https://www.youtube.com/watch?v=JVizDjlN73c

This is an ESRI video covering the deep learning.

https://pro.arcgis.com/en/pro-app/latest/help/analysis/deep-learning/what-is-deep-learning-.htm

Finally this is an introduction to deep learning!

Hope this leads you in the right direction, good luck with your learning!

Cody

Re: Deep learning

ShivaniPathak — Wed, 18 Sep 2024 04:03:52 GMT

Hello!

To get started with you can refer to this page which shows how to create a python environment which has all the dependencies required for using deep learning capabilities in ArcGIS Pro.

We also have few courses related to Deep Learning Using ArcGIS, click here.

You can also refer to the ArcGIS Learn Lessons which covers different use cases of GeoAI, click here.

You can refer to these pages to cover the conceptual aspects of deep learning:

Once you are comfortable using deep learning in ArcGIS Pro you can move forward to understand ArcGIS API for Python:

API Reference for ArcGIS API for Python
We also have sample notebooks which shows different applications of GeoAI. We have a separate section covering different types of deep learning models: