topic Re: Do wee need Notebook Server for some of the deep learning function? in ArcGIS API for Python Questions

Do wee need Notebook Server for some of the deep learning function?

HN1 — Sun, 17 Mar 2019 16:05:23 GMT

Do we need Notebook Server (or Image Server, perhaps?) to use some of the methods in arcgis.learn module?

Single shot detector seems to work without a Enterprise product, but some methods like 'detect_objects' run on the server side (specified by gis parameter) that deep learning module installed.

Re: Do wee need Notebook Server for some of the deep learning function?

DanPatterson_Retired — Sun, 17 Mar 2019 16:53:35 GMT

are you referring to this documentation?

arcgis.learn module — arcgis 1.6.0 documentation

Re: Do wee need Notebook Server for some of the deep learning function?

HN1 — Sun, 17 Mar 2019 17:34:36 GMT

Hi Dan,

Sorry for poor information.

Yes I mean the documentation you suggested.

Hopefully, I would like to try these functionality with my laptop, but according to the doc, 'arcgis.learn.detect_objects()' or 'arcgis.learn.classify_pixels' seems to run on the server side only.

Re: Do wee need Notebook Server for some of the deep learning function?

EarlMedina — Mon, 18 Mar 2019 15:52:19 GMT

The requirements are basically as described here:

So, you'll need Image Server 10.7 as this operation is only just being introduced (the Python API method references the ClassifyPixelsUsingDeepLearning, etc. tasks)

Re: Do wee need Notebook Server for some of the deep learning function?

HN1 — Thu, 21 Mar 2019 07:37:56 GMT

Hello Earl,

Thank you for providing resources and make it clarify!

At this moment I do not have my own image server license, so try to find out another way.

Thanks again.

Re: Do wee need Notebook Server for some of the deep learning function?

DanPatterson_Retired — Thu, 21 Mar 2019 10:03:02 GMT

from the link

Note that the deep learning library needs to be installed separately, in addition to the server’s built in Python 3.x library.

Re: Do wee need Notebook Server for some of the deep learning function?

Anonymous User — Sat, 17 Aug 2019 04:29:00 GMT

Yes you can also do these workflow using ArcGIS Pro and notebooks, it is basically :-

1. Exporting training data from ArcGIS Pro using the tool 'Export Training data for deep learning'.

2. Importing the training data using arcgis.learn in the notebook and train a model, we can then save the model as a deep learning package.

3. Using the save model in ArcGIS Pro to produce results, tools that can be used 'Detect Objects using deep learning' and 'Classify pixels using deep learning'.