Description
The ImageSpaceUsed property is not defined in the Esri model definition file (.emd). The tool will run the Deep Learning model inference task in map space.
Solution
If the Deep Learning model was trained in pixel space (raw image space), for the model inference, add the ImageSpaceUsed property to the .emd file and set the corresponding value to PIXEL_SPACE.