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multi-robot-control

Multiple robots and drones control with obstacle avoidance

readme

image-20210310213208143

YOLO object detection

Environment

  • ubuntu 18.04
  • ros-melodic
  • python 2.7
  • pytorch 1.4

For the dependence of other libraries, please visit the requirements.txt

Installation

Download the weights file and put it under model directory.

wget http://pjreddie.com/media/files/yolov3.weights

Create environment

mkdir -p ~/catkin_ws/src
cd ~/catkin_ws
catkin_make
source devel/setup.bash
cd src/
git clone https://github.com/SummerOf15/multi-robot-control.git
cd ~/catkin_ws
catkin_make
source devel/setup.bash

Run

rosrun yolo yolo_ros.py

Topics

input images

  • /husky/front_cam/camera/image (you can modify it in yolo_ros.py )

output detection results

  • /result (you can modify it in yolo_ros.py)

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  • Python 92.1%
  • Shell 6.9%
  • CMake 1.0%