EOIBoundingBox
Encapsulates the settings for common object detection. Common object detection provides a detection stage that precedes the execution of the EyesOnIt Large Vision Model. If common object detection is enabled, the Large Vision Model will only run if a common object is detected. If common object detection is disabled, the common object detection stage gets skipped and the Large Vision Model runs without a check for common objects.
Note that the Large Vision Model will detect common objects more accurately than the bounding box model in many cases. If you don't get the accuracy that you need with the bounding box model, considering setting the threshold value low. This will send anything that could be an object to the Large Vision Model for validation. If you still don't get the results you need, consider disabling common object detection and just relying on the Large Vision Model. The Large Vision Model will always run if the bounding box model is disabled.
Properties
| Name | Type | Description |
|---|---|---|
| bounding_box_enabled | bool | true to enable detection of common objects, false to disable detection |
| detect_people | bool | if true, the bounding box model will attempt to detect people. If false, the common object model will not attempt to detect people |
| detect_vehicles | bool | if true, the bounding box model will attempt to detect vehicles. If false, the common object model will not attempt to detect vehicles |
| detect_bags | bool | if true, the bounding box model will attempt to detect bags. If false, the common object model will not attempt to detect bags |
| person_confidence_threshold | int | the detection threshold for people from 10 to 100 |
| vehicle_confidence_threshold | int | the detection threshold for vehicles from 10 to 100 |
| bag_confidence_threshold | int | the detection threshold for bags from 10 to 100 |
Constructor
Supports simple construction of an EOIBoundingBox object.
Signature
EOIBoundingBox()
The default constructor creates an EOIBoundingBox object with default values. By default, common object detection is disabled.
Parameters
EOIBoundingBox only has a default constructor with no parameters
Methods
This class has no methods