topic Re: Python Raster Function's .vectorize() method returned nothing in ArcGIS Image Analyst Questions

Python Raster Function's .vectorize() method returned nothing

LinoSun — Wed, 27 Jul 2022 18:38:25 GMT

Error appers when I use "Detect Objects Using Deep Learning" in ArcGIS Pro, the model is YOLOv3 which trained by ArcGIS API for Python.

ERROR 999999: Something unexpected caused the tool to fail. Contact Esri Technical Support (http://esriurl.com/support) to Report a Bug, and refer to the error help for potential solutions or workarounds.
Python raster function is unable to vectorize the data. [Failed to generate table]
Python raster function is unable to vectorize the data.
E:\Program Files\ArcGIS\Pro\bin\Python\envs\deeplearning\Lib\site-packages\numpy\core\fromnumeric.py:87: RuntimeWarning: invalid value encountered in reduce
return ufunc.reduce(obj, axis, dtype, out, **passkwargs)
Traceback (most recent call last):
File "F:\pro_project\tree_detector\models\yolov3_acc89\ArcGISObjectDetector.py", line 215, in vectorize
polygon_list, scores, classes = self.child_object_detector.vectorize(**pixelBlocks)
File "E:\Program Files\ArcGIS\Pro\bin\Python\envs\deeplearning\Lib\site-packages\arcgis\learn\models\_inferencing\_yolov3_inference.py", line 365, in vectorize
for pred in preds[batch_idx]:
KeyError: 0
Python Raster Function's .vectorize() method returned nothing.
Failed to execute (DetectObjectsUsingDeepLearning).

Expected behavior
How to make the YOLOv3 model work.

Platform (please complete the following information):

OS: Win10
Browser chrome
Python API Version 1.8.3

Re: Python Raster Function's .vectorize() method returned nothing

VinayViswambharan — Tue, 13 Apr 2021 16:05:45 GMT

This occurs when there are no detections during inferencing. Is the cell size of the training samples and the image you used for inferencing, the same? One issue can also be the threshold is too high, but at 0.1 nothing should get filtered (so that's not an issue). if you are running this using your gpu, can you try doing the same using your CPU (change it on the environments tab of the tool)

Re: Python Raster Function's .vectorize() method returned nothing

DanPatterson — Fri, 16 Apr 2021 03:11:46 GMT

reported as a bug

Python Raster Function's .vectorize() method returned nothing · Issue #980 · Esri/arcgis-python-api (github.com)