topic Deep learning Model Deployment error in ArcGIS pro in ArcGIS Drone2Map Questions

Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Sun, 14 Nov 2021 17:13:18 GMT

Hello everyone,

I am trying to use the developed deep learning model to classify my raster in arcgis pro but when I give .emd file as the input (from deeplearning package) , it says invalid file- could anyone suggest me what is the cause? I have already installed all the packages and environment required for this project. Thank you! Please fine the screenshot attached.

Re: Deep learning Model Deployment error in ArcGIS pro

DanPatterson — Mon, 27 Jul 2020 23:14:06 GMT

From one thread....

The solution that works for me: in Pyhton Package Manager > Add Packages > Search tensorflow and install TensorFlow-mkl 1.13.1

Deep Learning Object Detection Error: Unable to initialize python raster function with scalar arguments

I assume you are using Pro 2.5?

https://pro.arcgis.com/en/pro-app/help/analysis/image-analyst/pdf/deep_learning_install.pdf

Re: Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Mon, 27 Jul 2020 23:16:40 GMT

I am using 2.5.2. Thank you for your quick response!

Re: Deep learning Model Deployment error in ArcGIS pro

DanPatterson — Tue, 28 Jul 2020 00:24:22 GMT

You might as well have this

https://www.esri.com/content/dam/esrisites/en-us/media/pdf/install-deep-learning-frameworks.pdf

Pro 2.6 will be out very very soon, so check My Esri for updates

Re: Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Tue, 28 Jul 2020 00:56:51 GMT

Thank you , but though i installed the tensorflow-mkl 1.13.1, the problem has not been solved yet

Re: Deep learning Model Deployment error in ArcGIS pro

DanPatterson — Tue, 28 Jul 2020 01:09:32 GMT

You just don't install that tensorflow-mkl 1.13.1 unless it applies to your use case and environment.

Done here... it might be your hardware and/or software combination since "some" people seem to get it to work

Re: Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Tue, 28 Jul 2020 01:12:40 GMT

Thank you!

Re: Deep learning Model Deployment error in ArcGIS pro

Anonymous User — Wed, 29 Jul 2020 13:11:46 GMT

You will get errors when entering the trained model file if not all of the deep learning framework packaged are installed. Please see Install deep learning frameworks for ArcGIS—ArcGIS Pro | Documentation for the complete instructions on how to install.

Re: Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Wed, 29 Jul 2020 15:17:51 GMT

I was able to run the file-but did not get the result when I run 'classify pixels using deep learning'- it says pro has encountered unknown error please contact esri technical support. Everything is correct and it doesnot have any error while giving inputs- it encounters error when i try to run it. Could you suggest me on this?

Re: Deep learning Model Deployment error in ArcGIS pro

DanPatterson — Wed, 29 Jul 2020 15:49:46 GMT

As it says, contact Technical Support is your best option

Re: Deep learning Model Deployment error in ArcGIS pro

Anonymous User — Wed, 29 Jul 2020 16:42:52 GMT

Like Dan said, Tech Support is always a good option. Also, I recommend double-checking that you followed the instructions on installing the deep learning frameworks as listed in the link I mentioned above. One of the reasons we developed the Deep Learning Frameworks Installer for Pro 2.6 is to rule out any installation issues when running the tools.

Also be sure to check out the Deep Learning FAQ for more helpful tips.

Re: Deep learning Model Deployment error in ArcGIS pro

RitikaPrasai1 — Wed, 29 Jul 2020 17:20:27 GMT

Yes, I was able to solve the issue. Thank you so much!

Re: Deep learning Model Deployment error in ArcGIS pro

MicZatorsky_AEC — Sat, 09 Jan 2021 00:05:26 GMT

Is there a deep learning installer for Pro 2.7?

I'm working through the Detecting Objects with Deep Learning course on Esri Academy today, followed the instructions to the letter and its failing the same way it has been for a few others:

I installed the TensorFlow library from the ArcGIS Pro Package Manager following the course instructions. By default it installed v2.3.0.

The DeepLearning_FAQ.pdf lists the Tensorflow version 2.1.0 as supported for Pro 2.7

Is it necessary to uninstall Tensorflow (and any other of the 98 packages listed for 2.7) and make sure it matches the version listed in the FAQ?

Some libraries - such as tensorflow-base is listed in the FAQ as supported in Pro 2.7 at version 2.1.0, but the Pro 2.7 package installer does not allow the installation of that version.

Re: Deep learning Model Deployment error in ArcGIS pro

Louis1 — Mon, 18 Jul 2022 11:51:25 GMT

Hi Ritika,

I'm probably a bit late, but if you remember, could you tell me how you solved the problem? I am facing the same issue. Thanks.