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yolov8_ros2 repositoryinstance-segmentation d435 intel-realsense-camera ultralytics ros2-humble yolov8 yolov8-segmentation |
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Repository Summary
Description | ROS2 Package for instance segmentation using the YoloV8 segmentation model and a Intel Realsense D435 camera |
Checkout URI | https://github.com/andreashovaldt/yolov8_ros2.git |
VCS Type | git |
VCS Version | humble |
Last Updated | 2023-12-16 |
Dev Status | UNKNOWN |
CI status | No Continuous Integration |
Released | UNRELEASED |
Tags | instance-segmentation d435 intel-realsense-camera ultralytics ros2-humble yolov8 yolov8-segmentation |
Contributing |
Help Wanted (0)
Good First Issues (0) Pull Requests to Review (0) |
Packages
Name | Version |
---|---|
yolov8_ros2 | 0.1.0 |
README
yolov8_ros2
Used in the 5th semester Robotics LLM-Planner-for-Bimanual-object-mnipulation project. Package provides functionalities for using the Intel Realsense D435 camera combined with the yoloV8 object segmentation model implemented using ROS2.
Required libraries
Python3
pip install open3d
pip install ultralytics
Quick Start
Install colcon and rosdep, then build this repository:
mkdir -p ~/ros2_ws/src && cd ~/ros2_ws/src
git clone https://github.com/andreasHovaldt/yolov8_ros2.git
cd ~/ros2_ws
rosdep install --from-paths src --ignore-src -r -y
colcon build --symlink-install
source ~/ros2_ws/install/setup.bash
Run code
ros2 launch yolov8_ros2 camera_yolo.launch.py
This launches the camera node, and the yolov8 node.
The image prediction results of the yolov8 segmentation are published to the topic:
/yolo/prediction/image
.
These results are also published in a json formatted string to the topic:
/yolo/prediction/item_dict
.
CONTRIBUTING
No CONTRIBUTING.md found.
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