topic Re: Question for Deep Learning Coconut Tree tutorial in ArcGIS Pro Questions

Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Mon, 17 Feb 2020 21:44:35 GMT

Hello, I am working through the Deep Learning Coconut Tree tutorial and have a problem with the JupyterLab step. I am not quite sure how to set the path in step [5] and have tried multiple variations.

Good News: Everything works until the Jupyter Notebook step! See below--Export Training Data was successful.

Bad News: the prepare_data steps always fails! Please note that I launched jupyter-lab from C:\DeepLearning\Data

I'm not sure what the issue is here. I noticed an earlier thread from last year with similar questions, which was unresolved I believe.

Any help would be greatly appreciated! Thank you.

Re: Question for Deep Learning Coconut Tree tutorial

DanPatterson_Retired — Mon, 17 Feb 2020 23:31:26 GMT

you installed the prerequisites according to

Install deep learning frameworks for ArcGIS—Help | Documentation

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Tue, 18 Feb 2020 14:34:24 GMT

Dan,

I followed the directions in the training materials for this particular exercise: That step is titled:

Detect palm trees with a deep learning model

Clone the default conda environment

at this URL: https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/

Use Deep Learning to Assess Palm Tree Health | Learn ArcGIS<https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/>

Create training schema. Creating good training samples is essential when training a deep learning model, or any image classification model. It is also often the most time-consuming step in the process.

learn.arcgis.com

I'll follow the first installation and then retry this tutorial skipping the conda environment step.

My sincere thanks for this email!

Cheers,

Bill

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Tue, 18 Feb 2020 15:23:41 GMT

I created a new python image following these steps:

Please note that this installation order results in downgrading of two packages: libtiff and pytorch.

I then restarted ArcPro making sure that the correct Python image was active. I reran the Export Training Data For Deep Learning step using the above python image. This ran well with no errors.

I then started the required cmd window using the correct python image: Please note that this is called DL_PalmDetection in my .

Excellent!

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Tue, 18 Feb 2020 15:38:24 GMT

Oh dear--another academic with old hardware--any suggestions here please?

I have a more modern machine I can run this on and am just checking--at least I'm not using my boss SUN ULTRA 40!

Re: Question for Deep Learning Coconut Tree tutorial

DanPatterson_Retired — Tue, 18 Feb 2020 15:40:46 GMT

so the documentation link worked then (?)

Re: Question for Deep Learning Coconut Tree tutorial

DanPatterson_Retired — Tue, 18 Feb 2020 15:44:31 GMT

ArcGIS Pro 2.5 system requirements—ArcGIS Pro | Documentation

can you run it link

ignore the minimum spec, the next option should be considered the minimum

Days wasted * daily rate = amount you could have directed towards a new machine

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Tue, 18 Feb 2020 15:54:02 GMT

Excellent point, I'll move this circus to better hardware now--thanks again for the help!

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Tue, 18 Feb 2020 19:41:45 GMT

This works great on the more powerful GPU hardware, training chips are well displayed--Thanks a million!

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Wed, 26 Feb 2020 21:02:57 GMT

Yes, with the hardware update--everything worked perfectly. I'm really impressed, this is amazing.

Re: Question for Deep Learning Coconut Tree tutorial

DanPatterson_Retired — Wed, 26 Feb 2020 21:09:57 GMT

I thought it might be the hardware.

You should mark this answered William

Re: Question for Deep Learning Coconut Tree tutorial

WilliamHarbert — Thu, 27 Feb 2020 16:33:44 GMT

Apologies--this has been marked resolved. Thanks again.