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Package Summary

Tags No category tags.
Version 3.2.5
License NVIDIA Isaac ROS Software License
Build type AMENT_CMAKE
Use RECOMMENDED

Repository Summary

Checkout URI https://github.com/nvidia-isaac-ros/isaac_ros_nvblox.git
VCS Type git
VCS Version main
Last Updated 2025-02-28
Dev Status UNMAINTAINED
CI status No Continuous Integration
Released UNRELEASED
Tags No category tags.
Contributing Help Wanted (0)
Good First Issues (0)
Pull Requests to Review (0)

Package Description

Package to convert semantic labels coming from Isaac Sim to consistent label images

Additional Links

Maintainers

  • Isaac ROS Maintainers

Authors

  • Emilie Wirbel
  • Remo Steiner

How to get semantic GT from Isaac Sim

This package helps to convert semantic labels coming from Isaac Sim to consistent label images in mono8 and rgb8 used in nvblox.

Nodes

semantic_label_conversion.launch.py launches the semantic_label_stamper and semantic_label_converter nodes. The parameters in params/semantic_label_conversion.yaml are loaded.

semantic_label_stamper node

Adds timestamps to the semantic labels. This is required to synchronize the semantic image and labels in the semantic_label_converter node with a TimeSynchronizer.

Subscriber Topics Type Description
/<camera_name>/semantic_labels std_msgs/msg/String Semantic labels definition published by Isaac Sim
Publisher Topics Type Description
/semantic_conversion/<camera_name>/labels_stamped semantic_labels/msg/SemanticLabelsStamped Resulting timestamped semantic labels

semantic_label_converter node

Outputs the resulting mono8 and rgb8 GT images.

Subscriber Topics Type Description
/<camera_name>/semantic sensor_msgs/msg/Image GT image published by Isaac Sim
/semantic_conversion/<camera_name>/labels_stamped semantic_labels/msg/SemanticLabelsStamped Timestamped semantic labels published by the semantic_label_converter node
Publisher Topics Type Description
/semantic_conversion/<camera_name>/semantic_mono8 sensor_msgs/msg/Image Resulting semantic GT one channel image
/semantic_conversion/<camera_name>/semantic_colorized sensor_msgs/msg/Image Resulting semantic GT colorized image

Configuration

The configuration file can be found in params/semantic_label_conversion.yaml.

Parameter Type Description
camera_1_enabled bool Enable the conversion for camera 1 images
camera_1_name string Name of camera 1 (topic names are dependent on this parameter)
camera_2_enabled bool Enable the conversion for camera 2 images
camera_2_name string Name of camera 2 (topic names are dependent on this parameter)
labels.names list List of strings containing label names defined in Isaac Sim that you wish to convert
label.<label_name>.output_id int Mono8 value that each label name gets converted to in the /semantic_conversion/<camera_name>/semantic_mono8 image
label.<label_name>.output_color list Rgb8 value stored as a list that each label name gets converted to in the /semantic_conversion/<camera_name>/semantic_colorized image
CHANGELOG
No CHANGELOG found.

Wiki Tutorials

This package does not provide any links to tutorials in it's rosindex metadata. You can check on the ROS Wiki Tutorials page for the package.

Package Dependencies

System Dependencies

No direct system dependencies.

Dependant Packages

Launch files

No launch files found

Messages

No message files found.

Services

No service files found

Plugins

No plugins found.

Recent questions tagged semantic_label_conversion at Robotics Stack Exchange

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