Object Detection
Last updated
Last updated
Copyright © 2023 Arize AI, Inc
Arize class to define the prediction and actual arguments associated with the Object Detection model type
Argument | Data Type | Definitions |
---|---|---|
bounding_box_coordinates
List[List[float]]
(Required) Field defining the coordinates of the rectangular outline that locates an object within an image or video. Pascal VOC format required.
categories
List[str]
(Required) Field containing the predefined classes or labels used by the model to classify the detected objects.
scores
List[float]
(Optional*) Field 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 prediction_label