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Inès EL HADRI
larm-astro
Commits
11192f83
Commit
11192f83
authored
Jan 18, 2024
by
Inès EL HADRI
💤
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Add lateral offset value to cam_vision
parent
9592cb01
Changes
2
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Showing
2 changed files
with
43 additions
and
25 deletions
+43
-25
cam_driver.py
grp_astro/src/cam_driver.py
+10
-7
cam_vision
grp_astro/src/cam_vision
+33
-18
No files found.
grp_astro/src/cam_driver.py
View file @
11192f83
...
@@ -46,6 +46,9 @@ class CameraDriver(Node):
...
@@ -46,6 +46,9 @@ class CameraDriver(Node):
self
.
_align
=
rs
.
align
(
self
.
_align_to
)
self
.
_align
=
rs
.
align
(
self
.
_align_to
)
self
.
_color_info
=
(
0
,
0
,
255
)
self
.
_color_info
=
(
0
,
0
,
255
)
self
.
_cam_width
=
848
self
.
_cam_height
=
480
## Get device product line for setting a supporting resolution
## Get device product line for setting a supporting resolution
pipeline_wrapper
=
rs
.
pipeline_wrapper
(
self
.
_pipeline
)
pipeline_wrapper
=
rs
.
pipeline_wrapper
(
self
.
_pipeline
)
pipeline_profile
=
self
.
_config
.
resolve
(
pipeline_wrapper
)
pipeline_profile
=
self
.
_config
.
resolve
(
pipeline_wrapper
)
...
@@ -64,10 +67,10 @@ class CameraDriver(Node):
...
@@ -64,10 +67,10 @@ class CameraDriver(Node):
exit
(
0
)
exit
(
0
)
## Configure stream width, height, format and frequency
## Configure stream width, height, format and frequency
self
.
_config
.
enable_stream
(
rs
.
stream
.
color
,
width
=
848
,
height
=
480
,
format
=
rs
.
format
.
bgr8
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
color
,
width
=
int
(
self
.
_cam_width
),
height
=
int
(
self
.
_cam_height
)
,
format
=
rs
.
format
.
bgr8
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
depth
,
width
=
848
,
height
=
480
,
format
=
rs
.
format
.
z16
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
depth
,
width
=
int
(
self
.
_cam_width
),
height
=
int
(
self
.
_cam_height
)
,
format
=
rs
.
format
.
z16
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
infrared
,
1
,
width
=
848
,
height
=
480
,
format
=
rs
.
format
.
y8
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
infrared
,
1
,
width
=
int
(
self
.
_cam_width
),
height
=
int
(
self
.
_cam_height
)
,
format
=
rs
.
format
.
y8
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
infrared
,
2
,
width
=
848
,
height
=
480
,
format
=
rs
.
format
.
y8
,
framerate
=
60
)
self
.
_config
.
enable_stream
(
rs
.
stream
.
infrared
,
2
,
width
=
int
(
self
.
_cam_width
),
height
=
int
(
self
.
_cam_height
)
,
format
=
rs
.
format
.
y8
,
framerate
=
60
)
## Start the acquisition
## Start the acquisition
self
.
_pipeline
.
start
(
self
.
_config
)
self
.
_pipeline
.
start
(
self
.
_config
)
...
@@ -129,11 +132,11 @@ class CameraDriver(Node):
...
@@ -129,11 +132,11 @@ class CameraDriver(Node):
val
.
layout
.
dim
=
[
MultiArrayDimension
(),
MultiArrayDimension
()]
val
.
layout
.
dim
=
[
MultiArrayDimension
(),
MultiArrayDimension
()]
val
.
layout
.
dim
[
0
]
.
label
=
'width'
val
.
layout
.
dim
[
0
]
.
label
=
'width'
val
.
layout
.
dim
[
1
]
.
label
=
'height'
val
.
layout
.
dim
[
1
]
.
label
=
'height'
val
.
layout
.
dim
[
0
]
.
size
=
848
val
.
layout
.
dim
[
0
]
.
size
=
self
.
_cam_width
val
.
layout
.
dim
[
1
]
.
size
=
480
val
.
layout
.
dim
[
1
]
.
size
=
self
.
_cam_height
val
.
data
=
depth_dist
.
reshape
(
480
*
848
)
val
.
data
=
depth_dist
.
reshape
(
self
.
_cam_height
*
self
.
_cam_width
)
#print(depth_dist)
#print(depth_dist)
self
.
_depth_dist
=
val
self
.
_depth_dist
=
val
...
...
grp_astro/src/cam_vision
View file @
11192f83
...
@@ -3,6 +3,7 @@ import rclpy
...
@@ -3,6 +3,7 @@ import rclpy
from
rclpy.node
import
Node
from
rclpy.node
import
Node
from
sensor_msgs.msg
import
Image
from
sensor_msgs.msg
import
Image
from
std_msgs.msg
import
String
,
Float32MultiArray
from
std_msgs.msg
import
String
,
Float32MultiArray
from
geometry_msgs.msg
import
Point
import
numpy
as
np
import
numpy
as
np
import
cv2
,
pathlib
,
statistics
import
cv2
,
pathlib
,
statistics
from
cv_bridge
import
CvBridge
from
cv_bridge
import
CvBridge
...
@@ -33,13 +34,13 @@ class CameraVision(CameraDriver):
...
@@ -33,13 +34,13 @@ class CameraVision(CameraDriver):
self
.
_rgb_detection_publisher
=
self
.
create_publisher
(
Image
,
'rgb_detection'
,
10
)
self
.
_rgb_detection_publisher
=
self
.
create_publisher
(
Image
,
'rgb_detection'
,
10
)
self
.
_mask_detection_publisher
=
self
.
create_publisher
(
Image
,
'mask_detection'
,
10
)
self
.
_mask_detection_publisher
=
self
.
create_publisher
(
Image
,
'mask_detection'
,
10
)
self
.
_detection_publisher
=
self
.
create_publisher
(
String
,
'detection'
,
10
)
self
.
_detection_publisher
=
self
.
create_publisher
(
String
,
'detection'
,
10
)
#self._depth_point_publisher = self.create_publisher(String, 'depth_point
', 10)
self
.
_bottle_relative_pos_publisher
=
self
.
create_publisher
(
Point
,
'bottle_relative_pos
'
,
10
)
# Initialize a clock for the publisher
# Initialize a clock for the publisher
self
.
create_timer
(
timerFreq
,
self
.
loop
)
self
.
create_timer
(
timerFreq
,
self
.
loop
)
def
publish_msgs
(
self
,
image
,
mask
):
def
publish_msgs
(
self
,
image
,
mask
,
xDist
,
yDist
):
# Convert cv2 images to ROS2 RGB Image20
# Convert cv2 images to ROS2 RGB Image20
ros2_mask_image
=
cv2
.
cvtColor
(
mask
,
cv2
.
COLOR_GRAY2RGB
)
ros2_mask_image
=
cv2
.
cvtColor
(
mask
,
cv2
.
COLOR_GRAY2RGB
)
ros2_mask_image
=
cv2
.
cvtColor
(
ros2_mask_image
,
cv2
.
COLOR_RGB2BGR
)
ros2_mask_image
=
cv2
.
cvtColor
(
ros2_mask_image
,
cv2
.
COLOR_RGB2BGR
)
...
@@ -62,7 +63,10 @@ class CameraVision(CameraDriver):
...
@@ -62,7 +63,10 @@ class CameraVision(CameraDriver):
self
.
_mask_detection_publisher
.
publish
(
ros2_mask_image
)
self
.
_mask_detection_publisher
.
publish
(
ros2_mask_image
)
# Depth publish
# Depth publish
#self._depth_point_publisher.publish(ros2_mask_image)
relative_position
=
Point
()
relative_position
.
x
=
xDist
relative_position
.
y
=
yDist
self
.
_bottle_relative_pos_publisher
.
publish
(
relative_position
)
# Node internal loop
# Node internal loop
def
loop
(
self
):
def
loop
(
self
):
...
@@ -128,28 +132,39 @@ class CameraVision(CameraDriver):
...
@@ -128,28 +132,39 @@ class CameraVision(CameraDriver):
cv2
.
circle
(
image
,
(
int
(
x
),
int
(
y
)),
int
(
radius
),
self
.
_color_info
,
2
)
cv2
.
circle
(
image
,
(
int
(
x
),
int
(
y
)),
int
(
radius
),
self
.
_color_info
,
2
)
cv2
.
circle
(
image
,
(
int
(
x
),
int
(
y
)),
5
,
self
.
_color_info
,
10
)
cv2
.
circle
(
image
,
(
int
(
x
),
int
(
y
)),
5
,
self
.
_color_info
,
10
)
# Publish images and string message
self
.
publish_msgs
(
image
,
mask
)
# Depth calculus
x
,
y
=
int
(
x
),
int
(
y
)
x
,
y
=
int
(
x
),
int
(
y
)
# Depth calculus
xDist
,
yDist
=
self
.
pixelToRelativePos
(
x
,
y
)
# Publish images, string and position message
self
.
publish_msgs
(
image
,
mask
,
xDist
,
yDist
)
def
pixelToRelativePos
(
self
,
x
,
y
):
# Calculation of the depth value
color_intrin
=
self
.
_color_frame
.
profile
.
as_video_stream_profile
()
.
intrinsics
color_intrin
=
self
.
_color_frame
.
profile
.
as_video_stream_profile
()
.
intrinsics
circle_points
=
[]
D_RADIUS
=
10
D_RADIUS
=
10
front_dist
=
[]
lateral_dist
=
[]
for
X
in
range
(
x
-
D_RADIUS
,
x
+
D_RADIUS
):
for
X
in
range
(
x
-
D_RADIUS
,
x
+
D_RADIUS
):
for
Y
in
range
(
y
-
D_RADIUS
,
y
+
D_RADIUS
):
for
Y
in
range
(
y
-
D_RADIUS
,
y
+
D_RADIUS
):
if
(
X
-
x
)
**
2
+
(
Y
-
y
)
**
2
<=
D_RADIUS
:
if
(
X
-
x
)
**
2
+
(
Y
-
y
)
**
2
<=
D_RADIUS
:
depth
=
self
.
_depth_dist_frame
.
get_distance
(
x
,
y
)
depth
=
self
.
_depth_dist_frame
.
get_distance
(
x
,
y
)
dx
,
dy
,
dz
=
rs
.
rs2_deproject_pixel_to_point
(
color_intrin
,
[
x
,
y
],
depth
)
dx
,
dy
,
dz
=
rs
.
rs2_deproject_pixel_to_point
(
color_intrin
,
[
x
,
y
],
depth
)
circle_points
.
append
(
math
.
sqrt
(
dx
**
2
+
dy
**
2
+
dz
**
2
))
#publier moy(circle_points)
print
(
statistics
.
mean
(
circle_points
))
# Store values for average
front_dist
.
append
(
dz
)
lateral_dist
.
append
(
-
dx
)
xDist
=
statistics
.
mean
(
front_dist
)
yDist
=
statistics
.
mean
(
lateral_dist
)
return
xDist
,
yDist
...
...
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