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Elphel
obj2rgbd
Commits
c0fbf9a8
Commit
c0fbf9a8
authored
Feb 27, 2020
by
Oleg Dzhimiev
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obj2rgbd.py
obj2rgbd.py
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obj2rgbd.py
View file @
c0fbf9a8
import
os
import
subprocess
import
sys
PATH_TO_BLENDER
=
''
# depth map scale, units in the generated depth map for RGB-D - 16-bit png
#DMP = 1 # 1 m - range 0-65535 m
#
DMP = 0.1 # 10 cm - range 0-6553.5 m
DMP
=
0.01
# 1 cm - range 0-655.35 m
DMP
=
0.1
# 10 cm - range 0-6553.5 m
#
DMP = 0.01 # 1 cm - range 0-655.35 m
#DMP = 0.001 # 1 mm - range 0-65.535 m
fpaths
=
[
'input/1527256815_550165_v01/1527256815_550165.obj'
,]
model_input_folder
=
"input"
model_output_folder
=
"output"
fpaths
=
[]
try
:
model_input_folder
=
sys
.
argv
[
1
]
except
IndexError
:
# default value will be used
pass
try
:
DMP
=
float
(
sys
.
argv
[
2
])
except
IndexError
:
# default value will be used
pass
for
rs
,
ds
,
_
in
os
.
walk
(
model_input_folder
):
for
d
in
ds
:
for
rss
,
_
,
fss
in
os
.
walk
(
os
.
path
.
join
(
rs
,
d
)):
for
f
in
fss
:
if
f
.
endswith
(
'obj'
):
fpaths
.
append
(
os
.
path
.
join
(
rss
,
f
))
filelist
=
','
.
join
(
fpaths
)
# this will run by Blender's bundled python
subprocess
.
run
(
os
.
path
.
join
(
PATH_TO_BLENDER
,
'blender'
)
+
" -b -P blender_generate_image_and_depth.py -- "
+
filelist
,
shell
=
True
)
fname
=
'1527256815_550165-depth.exr'
model_output_folder
=
"output"
fname
=
os
.
path
.
join
(
model_output_folder
,
fname
)
print
(
"All RGB-Ds generated"
)
import
exr2png
as
e2p
import
matplotlib.pyplot
as
plt
from
PIL
import
Image
import
numpy
as
np
dmap
=
e2p
.
exr2arr
(
fname
)[:,:,
0
]
# zero background
if
dmap
.
dtype
==
'float32'
:
dmap
[
dmap
==
10000000000.0
]
=
0
resoluton
=
""
if
DMP
>=
1
:
resolution
=
str
(
int
(
DMP
))
+
"m"
elif
DMP
>=
0.01
:
resolution
=
str
(
int
(
DMP
*
100
))
+
"cm"
elif
DMP
>=
0.001
:
resolution
=
str
(
int
(
DMP
*
1000
))
+
"mm"
print
(
"Depth maps will be scaled to "
+
resolution
+
" resolution covering range from 0 to "
+
str
(
DMP
*
65535
)
+
" meters"
)
for
fpath
in
fpaths
:
model_name
=
fpath
.
split
(
'/'
)[
-
1
][:
-
4
]
exr_path
=
os
.
path
.
join
(
model_output_folder
,
model_name
+
"-depth-1m-float32.exr"
)
png_path
=
os
.
path
.
join
(
model_output_folder
,
model_name
+
"-depth-"
+
resolution
+
".png"
)
print
(
"Generating "
+
png_path
)
dmap
=
e2p
.
exr2arr
(
exr_path
)[:,:,
0
]
# zero background
if
dmap
.
dtype
==
'float32'
:
dmap
[
dmap
==
10000000000.0
]
=
0
dmap
=
dmap
/
DMP
dmap
[
dmap
>
65535
]
=
0
dmap
=
dmap
/
DMP
dmap
[
dmap
>
65535
]
=
0
im
=
Image
.
fromarray
(
dmap
.
astype
(
np
.
uint16
))
im
.
save
(
os
.
path
.
join
(
model_output_folder
,
'model-depth.png'
)
)
im
=
Image
.
fromarray
(
dmap
.
astype
(
np
.
uint16
))
im
.
save
(
png_path
)
plt
.
imshow
(
dmap
)
plt
.
colorbar
()
plt
.
show
()
\ No newline at end of file
#plt.imshow(dmap)
#plt.colorbar()
#plt.show()
\ No newline at end of file
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