Issue with Deep Learning Object Detection in ArcGIS Pro 3.5.1

[alaminsuryarachman]

Hello, I have a question.
I’ve trained a deep learning object detection model using ArcGIS Pro 3.5.1. However, when I try to apply the model to raster data, the result comes out blank — no detections at all.

Interestingly, when I run the same model on ArcGIS Pro 3.4, it works perfectly.

Has anyone experienced this issue with version 3.5.1? Could this be a compatibility issue, or is there something I might be missing in the configuration?

Any insights or suggestions would be greatly appreciated. Thank you!

[DanPatterson]

Esri/deep-learning-frameworks: Installation support for Deep Learning Frameworks for the ArcGIS Syst...

did you follow the instructions for updating to the 3.5 frameworks?  (download is there as well)

[alaminsuryarachman]

Yes, I’ve already installed the deep learning frameworks correctly and was able to train the model successfully.

However, when I use the model to detect objects, the output appears blank. The attribute table is generated, but the Shape_Length and Shape_Area fields are empty, and no visible features appear in the layer — as shown in the screenshot I attached.

Any idea what might be causing this in ArcGIS Pro 3.5.1?
Thanks in advance!

[NicholasSpencer]

Hi there @alaminsuryarachman , I have had a similar experience. I have run models in the past (trained and then run). Worked perfectly fine.

Came back to do some object detection using the latest update of ArcPro and I have experienced the same issue as you. The model generates the features without any geometry. Even using the pre-trained models that esri offers. Did you get to the bottom of your issue?

I have a fresh install of ArcPro 3.5.2 on a new machine. With a fresh install of the deeplearning frameworks also.

I will be very disappointed if this is not a 'me issue' as I would have wasted a day trying to troubleshoot something I cannot fix...

Best,

[ShivaniPathak]

Hi @alaminsuryarachman,

Could you try creating a new project and use the Detect Objects Using Deep Learning tool within that new project?

[ShivaniPathak]

Hi @NicholasSpencer,

Can you please confirm whether you are facing this in the older pro project (created with old pro version) or a new project created in ArcGIS Pro 3.5.2?

[NicholasSpencer]

Hi, 

New project created within Pro 3.5.2.

Thanks,

[ShivaniPathak]

@NicholasSpencer, I haven't been able to replicate this on my side. Could you provide a subset of the raster you’re working with?