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658ec814
编写于
3月 14, 2022
作者:
C
chenjian
浏览文件
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电子邮件补丁
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reduce
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393c7d8f
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2
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Showing
2 changed file
with
32 addition
and
25 deletion
+32
-25
modules/image/image_processing/enlightengan/module.py
modules/image/image_processing/enlightengan/module.py
+31
-25
modules/image/image_processing/enlightengan/util.py
modules/image/image_processing/enlightengan/util.py
+1
-0
未找到文件。
modules/image/image_processing/enlightengan/module.py
浏览文件 @
658ec814
...
@@ -11,23 +11,29 @@
...
@@ -11,23 +11,29 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# See the License for the specific language governing permissions and
# limitations under the License.
# limitations under the License.
import
os
import
argparse
import
argparse
import
os
import
paddle
import
paddlehub
as
hub
from
paddlehub.module.module
import
moduleinfo
,
runnable
,
serving
import
numpy
as
np
import
cv2
import
cv2
import
numpy
as
np
import
paddle
import
paddlehub
as
hub
from
.enlighten_inference.pd_model.x2paddle_code
import
ONNXModel
from
.enlighten_inference.pd_model.x2paddle_code
import
ONNXModel
from
.util
import
base64_to_cv2
from
.util
import
base64_to_cv2
from
paddlehub.module.module
import
moduleinfo
from
paddlehub.module.module
import
runnable
from
paddlehub.module.module
import
serving
@
moduleinfo
(
@
moduleinfo
(
name
=
"enlightengan"
,
name
=
"enlightengan"
,
type
=
"CV/enlighten"
,
author
=
"paddlepaddle"
,
author_email
=
""
,
summary
=
""
,
version
=
"1.0.0"
)
type
=
"CV/enlighten"
,
author
=
"paddlepaddle"
,
author_email
=
""
,
summary
=
""
,
version
=
"1.0.0"
)
class
EnlightenGAN
:
class
EnlightenGAN
:
def
__init__
(
self
):
def
__init__
(
self
):
self
.
pretrained_model
=
os
.
path
.
join
(
self
.
directory
,
"enlighten_inference/pd_model"
)
self
.
pretrained_model
=
os
.
path
.
join
(
self
.
directory
,
"enlighten_inference/pd_model"
)
self
.
model
=
ONNXModel
()
self
.
model
=
ONNXModel
()
...
@@ -35,11 +41,11 @@ class EnlightenGAN:
...
@@ -35,11 +41,11 @@ class EnlightenGAN:
self
.
model
.
set_dict
(
params
,
use_structured_name
=
True
)
self
.
model
.
set_dict
(
params
,
use_structured_name
=
True
)
def
enlightening
(
self
,
def
enlightening
(
self
,
images
:
list
=
None
,
images
:
list
=
None
,
paths
:
list
=
None
,
paths
:
list
=
None
,
output_dir
:
str
=
'./enlightening_result/'
,
output_dir
:
str
=
'./enlightening_result/'
,
use_gpu
:
bool
=
False
,
use_gpu
:
bool
=
False
,
visualization
:
bool
=
True
):
visualization
:
bool
=
True
):
'''
'''
enlighten images in the low-light scene.
enlighten images in the low-light scene.
...
@@ -95,11 +101,10 @@ class EnlightenGAN:
...
@@ -95,11 +101,10 @@ class EnlightenGAN:
"""
"""
Run as a command.
Run as a command.
"""
"""
self
.
parser
=
argparse
.
ArgumentParser
(
self
.
parser
=
argparse
.
ArgumentParser
(
description
=
"Run the {} module."
.
format
(
self
.
name
),
description
=
"Run the {} module."
.
format
(
self
.
name
),
prog
=
'hub run {}'
.
format
(
self
.
name
),
prog
=
'hub run {}'
.
format
(
self
.
name
),
usage
=
'%(prog)s'
,
usage
=
'%(prog)s'
,
add_help
=
True
)
add_help
=
True
)
self
.
arg_input_group
=
self
.
parser
.
add_argument_group
(
title
=
"Input options"
,
description
=
"Input data. Required"
)
self
.
arg_input_group
=
self
.
parser
.
add_argument_group
(
title
=
"Input options"
,
description
=
"Input data. Required"
)
self
.
arg_config_group
=
self
.
parser
.
add_argument_group
(
self
.
arg_config_group
=
self
.
parser
.
add_argument_group
(
...
@@ -107,11 +112,10 @@ class EnlightenGAN:
...
@@ -107,11 +112,10 @@ class EnlightenGAN:
self
.
add_module_config_arg
()
self
.
add_module_config_arg
()
self
.
add_module_input_arg
()
self
.
add_module_input_arg
()
self
.
args
=
self
.
parser
.
parse_args
(
argvs
)
self
.
args
=
self
.
parser
.
parse_args
(
argvs
)
results
=
self
.
enlightening
(
results
=
self
.
enlightening
(
paths
=
[
self
.
args
.
input_path
],
paths
=
[
self
.
args
.
input_path
],
output_dir
=
self
.
args
.
output_dir
,
output_dir
=
self
.
args
.
output_dir
,
use_gpu
=
self
.
args
.
use_gpu
,
use_gpu
=
self
.
args
.
use_gpu
,
visualization
=
self
.
args
.
visualization
)
visualization
=
self
.
args
.
visualization
)
return
results
return
results
@
serving
@
serving
...
@@ -130,8 +134,10 @@ class EnlightenGAN:
...
@@ -130,8 +134,10 @@ class EnlightenGAN:
"""
"""
self
.
arg_config_group
.
add_argument
(
'--use_gpu'
,
action
=
'store_true'
,
help
=
"use GPU or not"
)
self
.
arg_config_group
.
add_argument
(
'--use_gpu'
,
action
=
'store_true'
,
help
=
"use GPU or not"
)
self
.
arg_config_group
.
add_argument
(
self
.
arg_config_group
.
add_argument
(
'--output_dir'
,
'--output_dir'
,
type
=
str
,
default
=
'enlightening_result'
,
help
=
'output directory for saving result.'
)
type
=
str
,
default
=
'enlightening_result'
,
help
=
'output directory for saving result.'
)
self
.
arg_config_group
.
add_argument
(
'--visualization'
,
type
=
bool
,
default
=
False
,
help
=
'save results or not.'
)
self
.
arg_config_group
.
add_argument
(
'--visualization'
,
type
=
bool
,
default
=
False
,
help
=
'save results or not.'
)
def
add_module_input_arg
(
self
):
def
add_module_input_arg
(
self
):
...
...
modules/image/image_processing/enlightengan/util.py
浏览文件 @
658ec814
import
base64
import
base64
import
cv2
import
cv2
import
numpy
as
np
import
numpy
as
np
...
...
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