050163: The input data does not have the following attributes required by the model: <value>.

Description

When training a point cloud classification model or classifying a point cloud using a deep learning model, the point cloud or point cloud training data must match the attributes used by the point cloud classification model.

Solution

For the Classify Point Cloud Using Trained Model tool, consider specifying a classification model that only uses attributes present in the input point cloud. For transfer learning with the Train Point Cloud Classification Model tool, consider creating training data using attributes present in the pretrained model.