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体验新版 GitCode,发现更多精彩内容 >>
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22c785db
编写于
9月 11, 2019
作者:
L
lvmengsi
提交者:
GitHub
9月 11, 2019
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差异文件
update_save (#3173)
上级
5322ad1b
变更
1
隐藏空白更改
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Showing
1 changed file
with
46 addition
and
34 deletion
+46
-34
PaddleCV/PaddleGAN/util/utility.py
PaddleCV/PaddleGAN/util/utility.py
+46
-34
未找到文件。
PaddleCV/PaddleGAN/util/utility.py
浏览文件 @
22c785db
...
...
@@ -27,8 +27,8 @@ import six
matplotlib
.
use
(
'agg'
)
import
matplotlib.pyplot
as
plt
import
matplotlib.gridspec
as
gridspec
import
imageio
import
copy
from
PIL
import
Image
img_dim
=
28
...
...
@@ -158,15 +158,18 @@ def save_test_image(epoch,
image_name
).
astype
(
'int32'
)[
0
]]
inputB_name
=
"inputB_"
+
str
(
epoch
)
+
"_"
+
A_id2name
[
np
.
array
(
image_name
).
astype
(
'int32'
)[
0
]]
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
fakeB_name
),
(
(
fake_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
inputA_name
),
(
(
input_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
inputB_name
),
(
(
input_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_fakeB
=
Image
.
fromarray
(((
fake_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_fakeB
.
save
(
os
.
path
.
join
(
out_path
,
fakeB_name
))
res_inputA
=
Image
.
fromarray
(((
input_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_inputA
.
save
(
os
.
path
.
join
(
out_path
,
inputA_name
))
res_inputB
=
Image
.
fromarray
(((
input_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_inputB
.
save
(
os
.
path
.
join
(
out_path
,
inputB_name
))
elif
cfg
.
model_net
==
"StarGAN"
:
for
data
in
A_test_reader
():
real_img
,
label_org
,
label_trg
,
image_name
=
data
[
0
][
...
...
@@ -199,9 +202,11 @@ def save_test_image(epoch,
images_concat
=
np
.
concatenate
(
images_concat
,
1
)
image_name_save
=
"fake_img"
+
str
(
epoch
)
+
"_"
+
str
(
np
.
array
(
image_name
)[
0
].
astype
(
'int32'
))
+
'.jpg'
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
image_name_save
),
(
(
images_concat
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res
=
Image
.
fromarray
(((
images_concat
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res
.
save
(
os
.
path
.
join
(
out_path
,
image_name_save
))
elif
cfg
.
model_net
==
'AttGAN'
or
cfg
.
model_net
==
'STGAN'
:
for
data
in
A_test_reader
():
real_img
,
label_org
,
label_trg
,
image_name
=
data
[
0
][
...
...
@@ -247,9 +252,10 @@ def save_test_image(epoch,
images_concat
=
np
.
concatenate
(
images_concat
,
1
)
image_name_save
=
'fake_img_'
+
str
(
epoch
)
+
'_'
+
str
(
np
.
array
(
image_name
)[
0
].
astype
(
'int32'
))
+
'.jpg'
image_path
=
os
.
path
.
join
(
out_path
,
image_name_save
)
imageio
.
imwrite
(
image_path
,
(
(
images_concat
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res
=
Image
.
fromarray
(((
images_concat
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res
.
save
(
os
.
path
.
join
(
out_path
,
image_name_save
))
else
:
for
data_A
,
data_B
in
zip
(
A_test_reader
(),
B_test_reader
()):
...
...
@@ -282,24 +288,30 @@ def save_test_image(epoch,
A_name
).
astype
(
'int32'
)[
0
]]
cycB_name
=
"cycB_"
+
str
(
epoch
)
+
"_"
+
B_id2name
[
np
.
array
(
B_name
).
astype
(
'int32'
)[
0
]]
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
fakeB_name
),
(
(
fake_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
fakeA_name
),
(
(
fake_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
cycA_name
),
(
(
cyc_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
cycB_name
),
(
(
cyc_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
inputA_name
),
(
(
input_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
imageio
.
imwrite
(
os
.
path
.
join
(
out_path
,
inputB_name
),
(
(
input_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_fakeB
=
Image
.
fromarray
(((
fake_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_fakeB
.
save
(
os
.
path
.
join
(
out_path
,
fakeB_name
))
res_fakeA
=
Image
.
fromarray
(((
fake_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_fakeA
.
save
(
os
.
path
.
join
(
out_path
,
fakeA_name
))
res_cycA
=
Image
.
fromarray
(((
cyc_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_cycA
.
save
(
os
.
path
.
join
(
out_path
,
cycA_name
))
res_cycB
=
Image
.
fromarray
(((
cyc_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_cycB
.
save
(
os
.
path
.
join
(
out_path
,
cycB_name
))
res_inputA
=
Image
.
fromarray
(((
input_A_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_inputA
.
save
(
os
.
path
.
join
(
out_path
,
inputA_name
))
res_inputB
=
Image
.
fromarray
(((
input_B_temp
+
1
)
*
127.5
).
astype
(
np
.
uint8
))
res_inputB
.
save
(
os
.
path
.
join
(
out_path
,
inputB_name
))
class
ImagePool
(
object
):
...
...
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