Bubblify is an interactive tool for creating spherical approximations of robot geometries directly from Universal Robot Description Format (URDF) specifications. It provides an intuitive 3D interface for placing collision spheres on robot links, enabling efficient collision checking for motion planning applications.
Spherized meshes can significantly reduce the computational load of collision detection, have better support across simulators, and maintain accurate approximations of the source robot model while fixing mesh defects.
Install Bubblify directly from PyPI:
pip install bubblifyLaunch Bubblify with a URDF file:
bubblify --urdf_path path/to/your/robot.urdf--urdf_path(required): Path to the URDF file to spherize--spherization_yml(optional): Load an existing spherization configuration--port(optional): Port for the web interface (default: 8080)--show_collision(optional): Display collision meshes (default: False)
# Basic usage
bubblify --urdf_path ./assets/xarm6/xarm6_rs.urdf
# Load with existing spherization
bubblify --urdf_path ./assets/xarm6/xarm6_rs.urdf --spherization_yml ./config/xarm6_spheres.yml
# Custom port and show collision meshes
bubblify --urdf_path ./robot.urdf --port 8081 --show_collisionbubblify_demo.mp4
Spherical approximations offer several key advantages for robotics applications:
- Fast Collision Detection: Sphere-sphere and sphere-primitive collision checks are computationally simple
- Reduced Query Time: Orders of magnitude faster than mesh-based collision detection
- Real-time Planning: Enables real-time motion planning for complex robots
- Numerical Stability: Spheres eliminate mesh artifacts and numerical precision issues
- Consistent Geometry: Uniform collision representation across different simulators
- Simplified Physics: More stable physics simulation with primitive shapes
- Sampling-based Planners: Faster collision checking enables more thorough space exploration
- Optimization-based Methods: Smooth distance gradients improve trajectory optimization
- Multi-robot Systems: Efficient collision checking scales better with robot count
Bubblify's spherized URDFs and YAMLs work with modern motion planning frameworks:
- cuRobo: NVIDIA's CUDA-accelerated motion planning library
- VAMP: Vectorized Approximate Motion Planning
- URDF Files: Standard Robot Description Format with visual and collision meshes
- Spherized URDF: New URDF file with collision geometries replaced by spheres
- Configuration YAML: Spherization parameters for reproducible results
spheres:
- link: "base_link"
position: [0.0, 0.0, 0.1]
radius: 0.08
- link: "link1"
position: [0.0, 0.0, 0.15]
radius: 0.06Contributions are welcome! Please feel free to submit issues, feature requests, or pull requests.