Deep Learning- Object detection

DiegoErnestoFarfn — Thu, 10 Nov 2022 12:43:51 GMT

Good morning everyone, I'm new to using deep learning tools. I am trying to use these tools for plant counting from drone obtained orthomosaics.

When implementing the Single Shot Detector (Object detection) model in Arcgis Pro 2.9, the error ERROR 032659 updateParameters Error: Traceback (most recent call last) occurs:

File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.validate.py", line 653, in <module>

File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.validate.py", line 287, in updateParameters

backbone_list = training_model._supported_backbones()

File "C:\Users\Usuario\AppData\Local\ESRI\conda\envs\deeplearning\lib\site-packages\arcgis\learn\models\_ssd.py", line 368, in _supported_backbones

*_resnet_family,

NameError: name '_resnet_family' is not defined

The error disappears when I select the model ¨YOLOv3 (Object detection)¨ or ¨MMDetection (Object detection)¨. However, a new error arises,

Traceback (most recent call last):

File "c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Image Analyst Tools.tbx\TrainDeepLearningModel.tool\tool.script.execute.py", line 121, in <module>

class ProgressCallback(Callback):

NameError: name 'Callback' is not defined

Has anyone been able to fix these errors?
From now, thank you for you help!

Re: Deep Learning- Object detection

DaniMahardikaSuroso — Mon, 27 May 2024 14:27:10 GMT

Hi Diego,

I've try to read the tool.script.execute.py on that code there's line with

 from fastai.callback import Callback

Maybe you can recheck your package does it have fast ai package or not?

topic Deep Learning- Object detection in ArcGIS Pro Questions

Deep Learning- Object detection

Re: Deep Learning- Object detection