Arize class to map up to 3 columns (bounding_boxes_coordinates_column_name, categories_column_name, and scores_column_name) to a single object detection prediction or actual column.
The contents of this column must be List[List[float]]
(Required) Column name containing the coordinates of therectangular outline that locates an object within an image or video.
Pascal VOC format required.
categories_column_name
str
The contents of this column must be List[str]
(Required) Column name containing thepredefined classes or labels used by the model to classify the detected objects.
scores_column_name
str
The contents of this column must be List[float]
(Optional*) Column name containing the confidence scores that the model assigns to its predictions, indicating how certain the model is that the predicted class is contained within the bounding box.
* This parameter is not applicable to actual (ground truth) labels and is only applicable when defining object_detection_prediction_column_names