Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

JonMarrs — Mon, 12 Aug 2024 02:40:20 GMT

Hello,

I am trying to run a deep learning algorithm to detect shipwrecks using bathymetry data. I am using the Detect Shipwrecks example project template (https://www.arcgis.com/home/item.html?id=072a6af548ee4ad9a784881270b99266). I am using the Shipwreck Detection model (https://www.arcgis.com/home/item.html?id=28755e99bbde42508f22b957681a70e2). The example BAG data can be found here: (https://www.ngdc.noaa.gov/nos/H12001-H14000/H12891.html).

I follow the instructuions for running the example Shipwreck Detection ArcGIS project, but am encountering the following error when running DetectObjectsUsingDeepLearning():

Traceback (most recent call last):
  File "C:\Mac\Home\Documents\ArcGIS\Projects\ShipwreckProjectTest\detectshipwrecks.py", line 99, in <module>
    raise e
  File "C:\Mac\Home\Documents\ArcGIS\Projects\ShipwreckProjectTest\detectshipwrecks.py", line 89, in <module>
    arcpy.ia.DetectObjectsUsingDeepLearning(tfile,
  File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 4127, in DetectObjectsUsingDeepLearning
    return Wrapper(
           ^^^^^^^^
  File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\sa\Utils.py", line 45, in swapper
    result = wrapper(*args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\ia\Functions.py", line 4115, in Wrapper
    result = arcpy.gp.DetectObjectsUsingDeepLearning_ia(
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Program Files\ArcGIS\Pro\Resources\ArcPy\arcpy\geoprocessing\_base.py", line 512, in <lambda>
    return lambda *args: val(*gp_fixargs(args, True))
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
arcgisscripting.ExecuteError: A raster error has occurred. The messages that follow will provide more detail.
Traceback (most recent call last):
Failed to execute (DetectObjectsUsingDeepLearning).

Failed script Shipwreck Detection from Bathymetric data...

Failed to execute (detectshipwrecks).

Any help would be appreciated. Thanks!

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

JonMarrs — Mon, 12 Aug 2024 23:52:25 GMT

I figured out that the problem goes away when I switch from using my GPU to my CPU. However, I would still like to use my GPU for performance/efficiency reasons, so I still need to figure out why using the GPU throws this raster error with DetectObjectsUsingDeepLearning.

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

AmeliaBradshaw — Wed, 14 Aug 2024 18:49:42 GMT

Hey Jon, thanks for the information! What GPU is on your machine?

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

Wafaaalmutairi — Mon, 14 Oct 2024 10:26:47 GMT

What is the solution? I have the same error.

topic Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning). in Imagery and Remote Sensing Questions

Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).

Re: Raster error. Failed to execute (DetectObjectsUsingDeepLearning).