Required Feature Group Types

To train a model under this use case, you will need to create feature groups of the following type(s):

Feature Group Type API Configuration Name Required Description
Image Table IMAGE_TABLE True The input to a vision model. Takes a document ID column and a target column.

Note: Once you upload the datasets under each Feature Group Type that comply with their respective required schemas, you will need to create Machine learning (ML) features that would be used to train your ML model(s). We use the term, "Feature Group" for a group of ML features (dataset columns) under a specific Feature Group Type. Our system support extensible schemas that enables you to provide any number of additional columns/features that you think are relevant to that Feature Group Type.


Feature Group: Image Table

The input to a vision model. Takes a document ID column and a target column.

Feature Mapping Feature Type Required Description
TARGET coordinatelist Y Target variable per image the model is training to predict. (coordinates of bounding boxes)
IMAGE objectreference Y Image reference