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Each of hosted models(YOLOv3, YOLOv3-12, YOLOv3-12-int8) need the original image size as the second input.
These Onnx Models expect float values for the second input, but the preprocessing steps sets it as dtype=np.int32, this causes asserting by type error.
It need to be np.float32 or 'float32' for the parameter dtype on this last line, same as Tiny Yolov3.
I will make a pull request for this issue soon.
Reproduction instructions
System Information
OS Platform and Distribution:
Windows 11 22H2
ONNX version:
not needed for reproducing this issue