Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
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Plugins
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Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
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Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]
Messages
Services
Plugins
Recent questions tagged tier4_perception_launch at Robotics Stack Exchange
Package Summary
| Version | 0.1.0 |
| License | Apache License 2.0 |
| Build type | AMENT_CMAKE |
| Use | RECOMMENDED |
Repository Summary
| Description | |
| Checkout URI | https://github.com/ieiauto/autodrrt.git |
| VCS Type | git |
| VCS Version | main |
| Last Updated | 2026-01-05 |
| Dev Status | UNKNOWN |
| Released | UNRELEASED |
| Contributing |
Help Wanted (-)
Good First Issues (-) Pull Requests to Review (-) |
Package Description
Maintainers
- Yukihiro Saito
- Shunsuke Miura
- Yoshi Ri
Authors
tier4_perception_launch
Structure
Package Dependencies
Please see <exec_depend> in package.xml.
Usage
You can include as follows in *.launch.xml to use perception.launch.xml.
Note that you should provide parameter paths as PACKAGE_param_path. The list of parameter paths you should provide is written at the top of perception.launch.xml.
<include file="$(find-pkg-share tier4_perception_launch)/launch/perception.launch.xml">
<!-- options for mode: camera_lidar_fusion, lidar, camera -->
<arg name="mode" value="lidar" />
<!-- Parameter files -->
<arg name="FOO_param_path" value="..."/>
<arg name="BAR_param_path" value="..."/>
...
</include>
Package Dependencies
System Dependencies
Dependant Packages
| Name | Deps |
|---|---|
| autoware_launch | |
| autoware_launch | |
| autoware_launch |
Launch files
- launch/object_recognition/detection/camera_lidar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_roi_based_cluster [default: false]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- launch/object_recognition/detection/camera_lidar_radar_fusion_based_detection.launch.xml
-
- output/objects [default: objects]
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- container_name [default: pointcloud_container]
- lidar_detection_model [default: centerpoint]
- lidar_detection_score_threshold [default: 0.35]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- use_validator [default: true]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /image_raw1]
- camera_info1 [default: /camera_info1]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /image_raw2]
- camera_info2 [default: /camera_info2]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /image_raw3]
- camera_info3 [default: /camera_info3]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /image_raw4]
- camera_info4 [default: /camera_info4]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /image_raw5]
- camera_info5 [default: /camera_info5]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /image_raw6]
- camera_info6 [default: /camera_info6]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /image_raw7]
- camera_info7 [default: /camera_info7]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- use_near_radar_fusion [default: false]
- far_object_merger_sync_queue_size [default: 20]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/detection.launch.xml
-
- mode [default: lidar]
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- image_raw0 [default: /image_raw]
- camera_info0 [default: /camera_info]
- image_raw1 [default: ]
- camera_info1 [default: ]
- image_raw2 [default: ]
- camera_info2 [default: ]
- image_raw3 [default: ]
- camera_info3 [default: ]
- image_raw4 [default: ]
- camera_info4 [default: ]
- image_raw5 [default: ]
- camera_info5 [default: ]
- image_raw6 [default: ]
- camera_info6 [default: ]
- image_raw7 [default: ]
- camera_info7 [default: ]
- image_number [default: 1]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- launch/object_recognition/detection/lidar_based_detection.launch.xml
-
- input/pointcloud
- input/obstacle_segmentation/pointcloud [default: /perception/obstacle_segmentation/pointcloud]
- output/objects [default: objects]
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- use_validator [default: true]
- lidar_detection_score_threshold [default: 0.35]
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- lidar_model_param_path [default: $(find-pkg-share lidar_centerpoint)/config]
- objects_validation_method [default: obstacle_pointcloud]
- objects_filter_method [default: lanelet_filter]
- object_recognition_detection_object_merger_data_association_matrix_param_path [default: $(find-pkg-share object_merger)/config/data_association_matrix.param.yaml]
- object_recognition_detection_object_merger_distance_threshold_list_path [default: $(find-pkg-share object_merger)/config/overlapped_judge.param.yaml]
- launch/object_recognition/detection/lidar_radar_based_detection.launch.xml
-
- input/pointcloud
- lidar_detection_model [default: centerpoint]
- use_object_filter [default: true]
- use_pointcloud_container [default: false]
- container_name [default: pointcloud_container]
- lidar_detection_score_threshold [default: 0.35]
- input/radar [default: /sensing/radar/detected_objects]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/detection/radar_based_detection.launch.xml
-
- input/radar [default: /sensing/radar/detected_objects]
- output/objects [default: far_objects]
- filter/angle_threshold [default: 1.221]
- filter/velocity_threshold [default: 1.5]
- split/velocity_threshold [default: 5.5]
- split_range [default: 80.0]
- radar_lanelet_filtering_range_param [default: $(find-pkg-share detected_object_validation)/config/object_lanelet_filter.param.yaml]
- radar_object_clustering_param_path [default: $(find-pkg-share radar_object_clustering)/config/radar_object_clustering.param.yaml]
- launch/object_recognition/prediction/prediction.launch.xml
-
- use_vector_map [default: false]
- input/objects [default: /perception/object_recognition/tracking/objects]
- launch/object_recognition/tracking/tracking.launch.xml
-
- mode [default: lidar]
- use_radar_tracking_fusion [default: false]
- radar_tracker_input [default: /perception/object_recognition/detection/radar/far_objects]
- radar_tracker_output [default: /perception/object_recognition/tracking/radar/far_objects]
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- object_recognition_tracking_radar_object_tracker_node_param_path
- object_recognition_tracking_object_merger_data_association_matrix_param_path
- object_recognition_tracking_object_merger_node_param_path
- launch/occupancy_grid_map/probabilistic_occupancy_grid_map.launch.xml
-
- input/obstacle_pointcloud [default: concatenated/pointcloud]
- input/raw_pointcloud [default: no_ground/oneshot/pointcloud]
- output [default: /perception/occupancy_grid_map/map]
- use_intra_process [default: false]
- use_multithread [default: false]
- use_pointcloud_container [default: false]
- container_name [default: occupancy_grid_map_container]
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- input_obstacle_pointcloud [default: false]
- input_obstacle_and_raw_pointcloud [default: true]
- launch/perception.launch.xml
-
- object_recognition_detection_euclidean_cluster_param_path
- object_recognition_detection_outlier_param_path
- object_recognition_detection_object_lanelet_filter_param_path
- object_recognition_detection_object_position_filter_param_path
- object_recognition_detection_pointcloud_map_filter_param_path
- object_recognition_prediction_map_based_prediction_param_path
- object_recognition_detection_object_merger_data_association_matrix_param_path
- object_recognition_detection_object_merger_distance_threshold_list_path
- object_recognition_detection_fusion_sync_param_path
- object_recognition_detection_lidar_model_param_path
- object_recognition_detection_radar_lanelet_filtering_range_param
- object_recognition_detection_radar_object_clustering_param_path
- object_recognition_tracking_multi_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_multi_object_tracker_node_param_path
- object_recognition_tracking_radar_object_tracker_data_association_matrix_param_path
- object_recognition_tracking_radar_object_tracker_tracking_setting_param_path
- obstacle_segmentation_ground_segmentation_param_path
- obstacle_segmentation_ground_segmentation_elevation_map_param_path
- object_recognition_detection_obstacle_pointcloud_based_validator_param_path
- object_recognition_detection_detection_by_tracker_param
- occupancy_grid_map_method
- occupancy_grid_map_param_path
- occupancy_grid_map_updater
- occupancy_grid_map_updater_param_path
- traffic_light_arbiter_param_path
- centerpoint_model_name [default: centerpoint_tiny]
- centerpoint_model_path [default: $(var data_path)/lidar_centerpoint]
- input/pointcloud [default: /sensing/lidar/concatenated/pointcloud]
- mode [default: camera_lidar_fusion]
- data_path [default: $(env HOME)/autoware_data]
- lidar_detection_model [default: centerpoint]
- image_raw0 [default: /sensing/camera/camera0/image_rect_color]
- camera_info0 [default: /sensing/camera/camera0/camera_info]
- detection_rois0 [default: /perception/object_recognition/detection/rois0]
- image_raw1 [default: /sensing/camera/camera1/image_rect_color]
- camera_info1 [default: /sensing/camera/camera1/camera_info]
- detection_rois1 [default: /perception/object_recognition/detection/rois1]
- image_raw2 [default: /sensing/camera/camera2/image_rect_color]
- camera_info2 [default: /sensing/camera/camera2/camera_info]
- detection_rois2 [default: /perception/object_recognition/detection/rois2]
- image_raw3 [default: /sensing/camera/camera3/image_rect_color]
- camera_info3 [default: /sensing/camera/camera3/camera_info]
- detection_rois3 [default: /perception/object_recognition/detection/rois3]
- image_raw4 [default: /sensing/camera/camera4/image_rect_color]
- camera_info4 [default: /sensing/camera/camera4/camera_info]
- detection_rois4 [default: /perception/object_recognition/detection/rois4]
- image_raw5 [default: /sensing/camera/camera5/image_rect_color]
- camera_info5 [default: /sensing/camera/camera5/camera_info]
- detection_rois5 [default: /perception/object_recognition/detection/rois5]
- image_raw6 [default: /sensing/camera/camera6/image_rect_color]
- camera_info6 [default: /sensing/camera/camera6/camera_info]
- detection_rois6 [default: /perception/object_recognition/detection/rois6]
- image_raw7 [default: /sensing/camera/camera7/image_rect_color]
- camera_info7 [default: /sensing/camera/camera7/camera_info]
- detection_rois7 [default: /perception/object_recognition/detection/rois7]
- image_number [default: 6]
- use_vector_map [default: true]
- use_pointcloud_map [default: true]
- use_low_height_cropbox [default: true]
- use_object_filter [default: true]
- use_roi_based_cluster [default: true]
- use_empty_dynamic_object_publisher [default: false]
- use_pointcloud_container [default: false]
- pointcloud_container_name [default: pointcloud_container]
- objects_filter_method [default: lanelet_filter]
- objects_validation_method [default: obstacle_pointcloud]
- use_traffic_light_recognition [default: true]
- traffic_light_recognition/enable_fine_detection [default: true]
- traffic_light_recognition/fusion_only [default: false]
- traffic_light_image_number [default: 1]
- traffic_light_fine_detector_model_path [default: $(var data_path)/traffic_light_fine_detector]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(var data_path)/traffic_light_classifier]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6]
- remove_unknown [default: true]
- fusion_distance [default: 100.0]
- trust_object_distance [default: 100.0]
- use_detection_by_tracker [default: true]
- use_radar_tracking_fusion [default: true]
- launch/traffic_light_recognition/traffic_light.launch.xml
-
- enable_image_decompressor [default: true]
- enable_fine_detection [default: true]
- fusion_only [default: false]
- traffic_light_fine_detector_model_path [default: $(find-pkg-share traffic_light_fine_detector)/data]
- traffic_light_fine_detector_label_name [default: tlr_labels.txt]
- traffic_light_fine_detector_model_name [default: tlr_yolox_s_batch_6]
- traffic_light_classifier_model_path [default: $(find-pkg-share traffic_light_classifier)/data]
- traffic_light_classifier_label_name [default: lamp_labels.txt]
- traffic_light_classifier_model_name [default: traffic_light_classifier_mobilenetv2_batch_6.onnx]
- input/cloud [default: /sensing/lidar/top/pointcloud_raw]
- internal/traffic_signals [default: /perception/traffic_light_recognition/internal/traffic_signals]
- fusion/traffic_signals [default: /perception/traffic_light_recognition/fusion/traffic_signals]
- external/traffic_signals [default: /perception/traffic_light_recognition/external/traffic_signals]
- output/traffic_signals [default: /perception/traffic_light_recognition/traffic_signals]
- use_crosswalk_traffic_light_estimator [default: true]
- crosswalk_traffic_light_estimator_param_file [default: $(find-pkg-share crosswalk_traffic_light_estimator)/config/crosswalk_traffic_light_estimator.param.yaml]
- image_number [default: 1]
- namespace1 [default: camera6]
- namespace2 [default: camera7]
- fine_detector_label_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_label_name)]
- fine_detector_model_path [default: $(var traffic_light_fine_detector_model_path)/$(var traffic_light_fine_detector_model_name).onnx]
- classifier_label_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_label_name)]
- classifier_model_path [default: $(var traffic_light_classifier_model_path)/$(var traffic_light_classifier_model_name).onnx]