Deep Learning to Assess Palm Tree - prepare_data problem

[MichalRuš]

Hello,

this is my first post on this forum. I'm new to the concept of Deep Learning and I'm following the lesson "Use Deep Learning to Assess Palm Tree Health". I was able to follow this tutorial without a problem until I got stuck on prepare_data function with the following error:

So I followed the suggestion and tried to install those packages again with the following result:

However that did not help. So I tried to install the latest versions of those packages as following:

That did not help either. So now I'm asking what am I doing wrong ?

My PC specs:

CPU: AMD Ryzen Threadripper 1950X

GPU: NVIDIA GTX 1080 Ti with latest drivers

OS: Win 10 64bit

Latest NVIDIA CUDA Toolkit and cuDNN package installed.

I use ArcGIS Pro 2.4.2 trial

I haven't tested the Deep Learning tools in ArcGIS Pro yet. I suppose I have all necessary HW and SW installed to run either Pytorch or TensorFlow on my GPU but I don't want to do this before this problem is solved. Any possible testing would not make sense anyway without solving this issue. Anyone else got this problem ?

Thanks !

deep_learning #palm_trees prepare_data

[JozsefSzatmari]

Hello,

I'm trying to follow the lesson "Use Deep Learning to Assess Palm Tree Health".  I got stuck on Train Deep Lerning Model with the following error:

I've Pro 2.5, Python 1.7.0. installed with fastai 1.0.54, pytorch 1.1.0. What's wrong, is there any advice from the ESRI department on how to solve this problem? Thanks!

[VinayViswambharan]

Please try these steps for installation

Install deep learning frameworks for ArcGIS—ArcGIS Pro | Documentation 

Also - which locale is your system set to? (US English?)

[JozsefSzatmari]

Hello, I created a brand  new deeplearning_1 environment following the tool reference (Install deep learning frameworks for ArcGIS) and I've changed the local to US English, but the error message is the same. How can I check the dependency to the active python environment?

[JozsefSzatmari]

Hello, I've found the problem! My deeplearning Py environment is OK, but I've modified the settings Export training data of lesson Palm tree Health, original:Use Deep Learning to Assess Palm Tree HealthUse Deep Learning to Assess Palm Tree HealthUse Deep Learning to Assess Palm Tree Health

Modified: Image format: tif; Tile size(x,y): 256. And it works! Thanks!

[WilliamHarbert]

Fantastic!  Thank you for this update.  I'm glad it worked.