TreeScan3D is an innovative project that leverages the power of 3D computer vision and multi-threaded processing for efficient tree detection. Leverages ROS, PCL and C++.
Depth Map
Point Cloud
- ROS (Offical Guide)
- PCL (Offical Guide)
catkin build -DCMAKE_BUILD_TYPE=Release
- source workspace or
.bashrc
if already added rosrun detector detectorV2
Instance Cloud
3D Bounding Box
RVIZ can be used to visualize the Bounding Box and the computed instance cloud
RVIZ Window
- /tree_cloud (sensor_msgs/PointCloud2)
- /bounding_box (visualization_msgs/Marker)
This algorithm is still under development and has not been tested in real-time for its accuracy.