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# Colcon | ||
**/install/ | ||
**/log/ | ||
**/build/ | ||
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# VScode | ||
**.code-workspace | ||
**.vscode |
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# Changelog | ||
All notable changes to this project will be documented in this file. | ||
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/), | ||
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). | ||
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## [0.1.0] - 2020-03-16 | ||
### Added | ||
- Initial version |
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BSD 3-Clause License | ||
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Copyright (c) 2020, Andrej Orsula | ||
All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are met: | ||
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1. Redistributions of source code must retain the above copyright notice, this | ||
list of conditions and the following disclaimer. | ||
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2. Redistributions in binary form must reproduce the above copyright notice, | ||
this list of conditions and the following disclaimer in the documentation | ||
and/or other materials provided with the distribution. | ||
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3. Neither the name of the copyright holder nor the names of its | ||
contributors may be used to endorse or promote products derived from | ||
this software without specific prior written permission. | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" | ||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | ||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | ||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE | ||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | ||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR | ||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | ||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, | ||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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# ROS 2 Wrapper for OpenFace | ||
![OS](https://img.shields.io/badge/OS-Ubuntu_18.04-orange.svg) ![ROS_2](https://img.shields.io/badge/ROS_2-Eloquent-brightgreen.svg) ![OPENFACE](https://img.shields.io/badge/OpenFace-2.2-lightgrey.svg) | ||
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This repository contains a ROS 2 wrapper for [OpenFace](https://github.com/TadasBaltrusaitis/OpenFace), which allows to extract the following information from an RGB video, see [msgs](ros2_openface_msgs/msg). | ||
- 2D/3D Facial Landmarks | ||
- Head Pose | ||
- 2D/3D Eye Landmarks | ||
- Gaze | ||
- Left Eye | ||
- Right Eye | ||
- Compound | ||
- Action Units | ||
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## Installation | ||
Please feel free to follow the installation scripts provided in the [`scripts` folder](scripts), namely the [`ROS 2 Eloquent` installation script](scripts/install_ros2_distro_eloquent.bash) (if not already installed) and [`ROS2 OpenFace` installation script](scripts/install_ros2_openface.bash), which encapsulates the rest. | ||
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### Requirements | ||
These are the build/run-time requirements for this package. | ||
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#### 1) [ROS 2 Eloquent](https://index.ros.org/doc/ros2/Installation/Eloquent) with [Development Tools](https://index.ros.org/doc/ros2/Installation/Eloquent/Linux-Development-Setup/#install-development-tools-and-ros-tools) | ||
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#### 2) [OpenFace 2](https://github.com/TadasBaltrusaitis/OpenFace/wiki/Unix-Installation) (tested with 2.2.0) | ||
Together with its dependencies, such as [dlib 9](http://dlib.net/compile.html) (tested with 9.13) and [OpenCV 4](https://github.com/opencv/opencv) (tested with 4.1.2). | ||
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#### 3) [cv_bridge](https://github.com/ros-perception/vision_opencv/tree/ros2) (with support for OpenCV 4) | ||
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### Building | ||
Build with [colcon](https://colcon.readthedocs.io/en/released). | ||
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## Usage | ||
First, source the ROS 2 global installation (if not done before). | ||
```bash | ||
source /opt/ros/eloquent/setup.bash | ||
``` | ||
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Then source the ROS 2 workspace overlay (if not done before). | ||
```bash | ||
source /path/to/ros2_openface/install/local_setup.bash | ||
``` | ||
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Now it can be run with your favourite camera or video from ros2bag. | ||
```bash | ||
ros2 launch openface openface.launch.py | ||
``` | ||
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## Acknowledgment | ||
This repository is based on the amazing work of authors that contributed to OpenFace as well as its the underlying frameworks it utilises. | ||
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## License | ||
This project is licensed under [BSD 3-Clause License](LICENSE). | ||
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You have to respect OpenFace, dlib, and OpenCV licenses, together with licenses of the datasets used for OpenFace model training. |
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cmake_minimum_required(VERSION 3.5) | ||
project(openface) | ||
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if(NOT CMAKE_CXX_STANDARD) | ||
set(CMAKE_CXX_STANDARD 17) | ||
endif() | ||
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if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang") | ||
add_compile_options(-Wall -Wextra -Wpedantic) | ||
endif() | ||
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if(BUILD_TESTING) | ||
find_package(ament_lint_auto REQUIRED) | ||
# the following line skips the linter which checks for copyrights | ||
# uncomment the line when a copyright and license is not present in all source files | ||
#set(ament_cmake_copyright_FOUND TRUE) | ||
# the following line skips cpplint (only works in a git repo) | ||
# uncomment the line when this package is not in a git repo | ||
#set(ament_cmake_cpplint_FOUND TRUE) | ||
ament_lint_auto_find_test_dependencies() | ||
endif() | ||
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## Dependencies | ||
# ROS2 packages | ||
find_package(ament_cmake REQUIRED) | ||
find_package(rclcpp REQUIRED) | ||
find_package(image_transport REQUIRED) | ||
find_package(cv_bridge REQUIRED) | ||
find_package(tf2 REQUIRED) | ||
find_package(tf2_ros REQUIRED) | ||
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# ROS2 interfaces | ||
find_package(std_msgs REQUIRED) | ||
find_package(geometry_msgs REQUIRED) | ||
find_package(sensor_msgs REQUIRED) | ||
find_package(openface_msgs REQUIRED) | ||
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# OpenCV 4 | ||
find_package(OpenCV 4 REQUIRED) | ||
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# Boost | ||
find_package(Boost 1.5.9 REQUIRED COMPONENTS filesystem system) | ||
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# OpenFace | ||
find_library(OPENFACE_LD_LIB LandmarkDetector PATH_SUFFIXES openface) | ||
find_library(OPENFACE_FA_LIB FaceAnalyser PATH_SUFFIXES openface) | ||
find_library(OPENFACE_GA_LIB GazeAnalyser PATH_SUFFIXES openface) | ||
find_library(OPENFACE_UT_LIB Utilities PATH_SUFFIXES openface) | ||
set(OPENFACE_LIBS ${OPENFACE_LD_LIB} ${OPENFACE_FA_LIB} ${OPENFACE_GA_LIB} ${OPENFACE_UT_LIB}) | ||
find_path(OPENFACE_INCLUDE_DIRS LandmarkCoreIncludes.h PATH_SUFFIXES OpenFace) | ||
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## Include dirs | ||
include_directories( | ||
include | ||
${OPENFACE_INCLUDE_DIRS} | ||
${OpenBLAS_INCLUDE_DIR} | ||
${Boost_INCLUDE_DIRS} | ||
${Boost_INCLUDE_DIRS}/boost | ||
${OpenCV_INCLUDE_DIRS} | ||
) | ||
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## Install dirs | ||
install(DIRECTORY | ||
config launch | ||
DESTINATION share/${PROJECT_NAME} | ||
) | ||
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## Executables | ||
set(EXECUTABLE_0 openface) | ||
add_executable(${EXECUTABLE_0} src/${EXECUTABLE_0}.cpp) | ||
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# Executable 0 | ||
target_link_libraries(${EXECUTABLE_0} | ||
${OPENFACE_LIBS} | ||
openblas | ||
dlib | ||
${Boost_LIBRARIES} | ||
${OpenCV_LIBRARIES} | ||
) | ||
ament_target_dependencies(${EXECUTABLE_0} | ||
rclcpp | ||
std_msgs | ||
geometry_msgs | ||
sensor_msgs | ||
openface_msgs | ||
image_transport | ||
cv_bridge | ||
tf2 | ||
tf2_ros | ||
) | ||
install(TARGETS | ||
${EXECUTABLE_0} | ||
DESTINATION lib/${PROJECT_NAME}/ | ||
) | ||
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ament_package() |
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openface: | ||
ros__parameters: | ||
enable_face_features: true | ||
enable_head_pose: true | ||
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enable_eye_features: true | ||
enable_gaze: true | ||
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enable_action_units: true | ||
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enable_aligned_face: true # Only for visualisation | ||
enable_hog: true # Only for visualisation | ||
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broadcast_tf: true | ||
visualise: true | ||
track_fps: true | ||
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use_sim_time: false |
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"""Launch OpenFace""" | ||
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import os | ||
from ament_index_python.packages import get_package_share_directory | ||
from launch import LaunchDescription | ||
from launch.actions import DeclareLaunchArgument | ||
from launch_ros.actions import Node | ||
from launch.substitutions import LaunchConfiguration | ||
from launch.actions import IncludeLaunchDescription | ||
from launch.launch_description_sources import PythonLaunchDescriptionSource | ||
from launch.substitutions import ThisLaunchFileDir | ||
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def generate_launch_description(): | ||
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config_openface = LaunchConfiguration('config_openface', default=os.path.join(get_package_share_directory( | ||
'openface'), 'config', 'openface.yaml')) | ||
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return LaunchDescription([ | ||
DeclareLaunchArgument( | ||
'config_openface', | ||
default_value=config_openface, | ||
description='Path to config for openface'), | ||
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Node( | ||
package='openface', | ||
node_executable='openface', | ||
node_name='openface', | ||
node_namespace="", | ||
output='screen', | ||
parameters=[config_openface], | ||
remappings=[('camera/image_raw', 'camera/color/image_raw'), | ||
('camera/camera_info', 'camera/color/camera_info'), | ||
('openface/faces', 'faces')], | ||
), | ||
]) |
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<?xml version="1.0"?> | ||
<?xml-model href="http://download.ros.org/schema/package_format3.xsd" schematypens="http://www.w3.org/2001/XMLSchema"?> | ||
<package format="3"> | ||
<name>openface</name> | ||
<version>0.1.0</version> | ||
<description>ROS 2 wrapper around OpenFace</description> | ||
<maintainer email="[email protected]">Andrej Orsula</maintainer> | ||
<author>Andrej Orsula</author> | ||
<license>BSD</license> | ||
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<buildtool_depend>ament_cmake</buildtool_depend> | ||
<test_depend>ament_lint_auto</test_depend> | ||
<test_depend>ament_lint_common</test_depend> | ||
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<build_depend>rclcpp</build_depend> | ||
<exec_depend>rclcpp</exec_depend> | ||
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<build_depend>image_transport</build_depend> | ||
<exec_depend>image_transport</exec_depend> | ||
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<build_depend>cv_bridge</build_depend> | ||
<exec_depend>cv_bridge</exec_depend> | ||
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<build_depend>tf2</build_depend> | ||
<exec_depend>tf2</exec_depend> | ||
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<build_depend>tf2_ros</build_depend> | ||
<exec_depend>tf2_ros</exec_depend> | ||
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<build_depend>sensor_msgs</build_depend> | ||
<exec_depend>sensor_msgs</exec_depend> | ||
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<build_depend>openface_msgs</build_depend> | ||
<exec_depend>openface_msgs</exec_depend> | ||
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<export> | ||
<build_type>ament_cmake</build_type> | ||
</export> | ||
</package> |
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