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AAU ROB6 Bachelor Project | Bin Picking

Overview:

License Github code size Github issue tracker Commit activity

Table of content

Where to find things

Issues
Tasks
Installation
Running the code
Troubleshooting

Where to find things:

ROS config

joint_limits
tool_urdf
ur5_w_tool_urdf
meshes

Launch files

Launch setup assistant

roslaunch ur5_moveit_config_beumer setup_assistant.launch

Connect to real robot

roslaunch ur_robot_driver ur5_bringup.launch robot_ip:=<ip_of_robot>

See real robot in RViz

roslaunch ur_robot_driver example_rviz.launch 

Image data

Training
Validation
Test

Issues

$ catkin_make does not work, use $ catkin_make_isolated insted

Tasks

This is a project in collaboration with BEUMER Group, to suggest a bin_picking algorithm.

  • install tenserflow
  • intall mask rcnn
  • check transformations from robot base to parcel is correct
  • Define dropoff place

Tasks are complete ๐ŸŽ‰

Installation

git clone https://github.com/MadsRossen/P6_project

cd P6_project
source devel/setup.bash

# or 
    nano ~/bashrc
    # On new line:
    cd ~/{Path_To_catkin_WS}/P6_project
    source devel/setup.bash 
catkin_make
catkin_make_isolated

Running the code

Robot running

roslaunch ur_robot_driver ur5_bringup.launch robot_ip:=172.22.22.3

Go to the UR5 teachpendent and run the ext2660.urdp file.

roslaunch robot_prototype robot_prototype.launch

This will launch the planning, Rviz and and main code of the robot

Troubleshooting

The robot will not move

  • check that it has the corrct IP in teachpendent -> Setup robot -> Network -> IP address 172.22.22.5
  • Host IP on teachpendent -> Program robot -> Load Program -> ext2660.urp -> Installation -> External control Host IP: 172.22.22.3
  • Wifi should be disabled
  • Wired connection is enabled
  • Wired settings IPv4 IP is set to: 172.22.22.3
  • Check that the firewall is disabled for ubuntu running:
sudo ufw status

else

sudo ufw disable

Training an inference model - using Mask R-CNN and CLAAUDIA

Geting the Mask R-CNN detector up and running

Install dependencies / packages

To get going with the deteqctor, we first need the following packages, that must be installed.

Version control is critical for cross-functionality.

python3 -m pip install tensorflow==1.15.0
python3 -m pip install keras==2.2.5
python3 -m pip install h5py==2.10.0

p6_code's People

Contributors

hthoft avatar madsrossen avatar

Watchers

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Forkers

hthoft

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