EfficientNMS_TRT#

EfficientNMS_TRT - 1#

Version

This version of the operator has been available since version 1.

Summary

Efficient NMS TensorRT Plugin.

Attributes

  • background_class (required): Background class ID. Default value is ?.

  • box_coding (required): Encoding type for the boxes or anchors inputs. Default value is ?.

  • iou_threshold (required): Box IOU threshold value. Default value is ?.

  • max_output_boxes (required): Max detections to output. Default value is ?.

  • plugin_version (required): Version number of the TRT plugin. Default value is ?.

  • score_activation (required): Activation function to apply to the scores input. Default value is ?.

  • score_threshold (required): Score threshold value. Default value is ?.

Inputs

Between 2 and 3 inputs.

  • boxes (heterogeneous) - T: The boxes input tensor.

  • scores (heterogeneous) - T: The scores input tensor.

  • anchors (optional, heterogeneous) - T: The anchors input tensor.

Outputs

  • num_detections (heterogeneous) - tensor(int32): The num_detections output tensor.

  • detection_boxes (heterogeneous) - T: The detection_boxes output tensor.

  • detection_scores (heterogeneous) - T: The detection_scores output tensor.

  • detection_classes (heterogeneous) - tensor(int32): The detection_classes output tensor.

Examples