Hi,
I am new to Deep Learning and arcgis.learn module. I am following the case study "Palm Tree Detection" . While Running the code the below Error is occurring. How can I Resolve this Issue?
arcgis.learn object detectiondeep_learning arcgis-api-python palm tree-detection
ssd single-shot-detector #fastai
From a purely python perspective it's not understanding your class name 'models'.
Try pytorch.models.resnet34 or whatever module you imported.
Thank you David.
But I Just imported SingleShotDetector function from arcgis.learn. Which is having the modules from pytorch, fastai and scikit-image
If it's just being passed as a parameter, try = 'RESNET34'
I tried this as you suggested. But the Errors raised at the time of importing packages. so I Undo the changes
Did you set up your environment properly?
Use Deep Learning to Assess Palm Tree Health | Learn ArcGIS
There are issues if you don't have the correct versions set up
For example
Deep Learning to Assess Palm Tree Health: .emd file error
Deep Learning to Assess Palm Tree - prepare_data problem
plus many more.
You might want to look at their github site for various examples and check to see if anything there helps
I am following the link(https://learn.arcgis.com/en/projects/use-deep-learning-to-assess-palm-tree-health/) from first onwards.
I removed the palm-detection environment.
again created the environment and same packages installed.
This time the error happening in preparedata.
The ArcGIS pro is 2.5 version
Arcgis Python api is 1.7.0 version
the H/W is intel i7-8th generation with NVIDIA GeForce GT 730(Desktop)
The process is in Deadlock.
One thing I really didn't get.
I already ran this case study in my laptop (i7-8th generation and switchable graphics[AMD Radeon]) with 20 epochs.
It ran smoothly. Now I would like to increase the number of epochs to 50. This will take much time to complete the training. So, this time I go with Desktop. Nothing Changed in the process of execution. But the errors are occurring about the Package installations.
How can I resolve this issue?
Are there any Hardware Setting changes needed?
Contact the people that wrote the lesson (If they are listed) or tech support, there seems to be a lot of fiddly stuff with those deep learning and related modules
Manoj have you installed the required dependencies for arcgis.learn. Can you paste the output of command "conda list" here.