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5 changes: 0 additions & 5 deletions fbot_recognition/config/face_recognition.yaml
Original file line number Diff line number Diff line change
@@ -1,23 +1,19 @@
face_recognition:
ros__parameters:

threshold: 0.5
knn_threshold: 0.5
redis_host: 192.168.4.100
redis_port: 6379

subscribers:

qos_profile: 1
slop: 0.2

image_rgb: /fbot_vision/camera/color/image_raw
camera_info: /fbot_vision/camera/color/camera_info
image_depth: /fbot_vision/camera/aligned_depth_to_color/image_raw


publishers:

face_recognition:
topic: /fbot_vision/fr/face_recognition
qos_profile: 1
Expand All @@ -26,7 +22,6 @@ face_recognition:
qos_profile: 1

servers:

introduce_person:
service: /fbot_vision/fr/introduce_person
forget_person:
Expand Down
31 changes: 31 additions & 0 deletions fbot_recognition/config/yolov8_femtobolt.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
yolov8_recognition_femtobolt:
ros__parameters:
threshold: 0.6
start_on_init: True

max_sizes:
- [0.05, 0.05, 0.05]

model_file: yolov8n.pt

services:
object_recognition:
start: /fbot_vision/femtobolt/object_start
stop: /fbot_vision/femtobolt/object_stop

subscribers:
slop: 0.2
qos_profile: 10

image_rgb: /femtobolt/color/image_raw
camera_info: /femtobolt/color/camera_info
image_depth: /femtobolt/depth/image_raw

publishers:
object_recognition:
topic: /fbot_vision/femtobolt/object_recognition
qos_profile: 10

debug:
topic: /fbot_vision/femtobolt/object_debug
qos_profile: 10
31 changes: 31 additions & 0 deletions fbot_recognition/config/yolov8_realsense.yaml
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
yolov8_recognition_realsense:
ros__parameters:
threshold: 0.6
start_on_init: True

max_sizes:
- [0.05, 0.05, 0.05]

model_file: yolov8n.pt

services:
object_recognition:
start: /fbot_vision/realsense/object_start
stop: /fbot_vision/realsense/object_stop

subscribers:
slop: 0.2
qos_profile: 10

image_rgb: /realsense/color/image_raw
camera_info: /realsense/color/camera_info
image_depth: /realsense/aligned_depth_to_color/image_raw

publishers:
object_recognition:
topic: /fbot_vision/realsense/object_recognition
qos_profile: 10

debug:
topic: /fbot_vision/realsense/object_debug
qos_profile: 10
84 changes: 40 additions & 44 deletions fbot_recognition/launch/yolov8_object_recognition.launch.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
from launch.conditions import IfCondition, UnlessCondition
from launch_ros.actions import Node
from launch.actions import DeclareLaunchArgument
from launch.substitutions import LaunchConfiguration, PathJoinSubstitution
from launch.substitutions import LaunchConfiguration, PathJoinSubstitution, PythonExpression
from launch.actions import IncludeLaunchDescription
from launch.launch_description_sources import PythonLaunchDescriptionSource
from ament_index_python.packages import get_package_share_directory
Expand All @@ -12,31 +12,8 @@
import os

def generate_launch_description():
config_file_path_remote = PathJoinSubstitution([
FindPackageShareRemote(remote_install_space='/home/jetson/jetson_ws/install', package='fbot_recognition'),
'config',
'yolov8_object_recognition.yaml']
)

config_file_path = PathJoinSubstitution([
get_package_share_directory('fbot_recognition'),
'config',
'yolov8_object_recognition.yaml']
)

declared_arguments = []
declared_arguments.append(
DeclareLaunchArgument(
'config_object_recognition',
default_value=config_file_path,
description='Path to the parameter file'
))
declared_arguments.append(
DeclareLaunchArgument(
'remote_config_object_recognition',
default_value=config_file_path_remote,
description='Path to the remote parameter file'
))

declared_arguments.append(
DeclareLaunchArgument(
'use_remote',
Expand All @@ -49,49 +26,68 @@ def generate_launch_description():
default_value='false',
description="If it should run the realsense node"
))
declared_arguments.append(
DeclareLaunchArgument(
'use_femtobolt',
default_value='false',
description='If should launch the femtobolt'
)
)

config_file_name = PythonExpression([
"'yolov8_realsense.yaml' if '", LaunchConfiguration('use_realsense'), "' == 'true' else 'yolov8_femtobolt.yaml'"
])

config_file_path = PathJoinSubstitution([
FindPackageShare('fbot_recognition'),
'config',
config_file_name
])

config_file_path_remote = PathJoinSubstitution([
FindPackageShareRemote(remote_install_space='/home/jetson/jetson_ws/install', package='fbot_recognition'),
'config',
config_file_name
])

yolo_object_remote_node = NodeRemoteSSH(
package='fbot_recognition',
executable='yolov8_recognition',
name='yolov8_recognition',
parameters=[LaunchConfiguration('remote_config_object_recognition'),],
name=PythonExpression([
"'yolov8_recognition_realsense' if '", LaunchConfiguration('use_realsense'), "' == 'true' else 'yolov8_recognition_femtobolt'"
]),
parameters=[config_file_path_remote],
user='jetson',
machine="jetson",
source_paths=[
"/home/jetson/jetson_ws/install/setup.bash"
],
condition=IfCondition(LaunchConfiguration('use_remote'))
)

yolo_object_node = Node(
package='fbot_recognition',
executable='yolov8_recognition',
name='yolov8_recognition',
parameters=[LaunchConfiguration('config_object_recognition'),],
name=PythonExpression([
"'yolov8_recognition_realsense' if '", LaunchConfiguration('use_realsense'), "' == 'true' else 'yolov8_recognition_femtobolt'"
]),
parameters=[config_file_path],
condition=UnlessCondition(LaunchConfiguration('use_remote'))
)


realsense2_node = IncludeLaunchDescription(
camera = IncludeLaunchDescription(
PythonLaunchDescriptionSource(
os.path.join(get_package_share_directory('realsense2_camera'), 'launch', 'rs_launch.py')
os.path.join(get_package_share_directory('fbot_bringup'), 'launch', 'camera.launch.py')
),
launch_arguments={
'camera_name': 'camera',
'camera_namespace': 'fbot_vision',
'enable_rgbd': 'true',
'enable_sync': 'true',
'align_depth.enable': 'true',
'enable_color': 'true',
'enable_depth': 'true',
'pointcloud.enable': 'true'
}.items(),
condition=IfCondition(LaunchConfiguration('use_realsense'))
'use_realsense': LaunchConfiguration('use_realsense'),
'use_femtobolt': LaunchConfiguration('use_femtobolt'),
}.items()
)

return LaunchDescription([
*declared_arguments,
yolo_object_remote_node,
yolo_object_node,
realsense2_node
camera
])