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ed9f214c
编写于
7月 20, 2020
作者:
C
Channingss
浏览文件
操作
浏览文件
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电子邮件补丁
差异文件
FastSCNN: resize keep 'align_corners' mode
上级
80ba5a9b
变更
1
隐藏空白更改
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并排
Showing
1 changed file
with
6 addition
and
8 deletion
+6
-8
paddlex/cv/nets/segmentation/fast_scnn.py
paddlex/cv/nets/segmentation/fast_scnn.py
+6
-8
未找到文件。
paddlex/cv/nets/segmentation/fast_scnn.py
浏览文件 @
ed9f214c
...
...
@@ -86,27 +86,26 @@ class FastSCNN(object):
64
,
128
,
128
)
with
scope
(
'classifier'
):
logit
=
self
.
_classifier
(
x
,
128
)
logit
=
fluid
.
layers
.
resize_bilinear
(
logit
,
size
,
align_corners
=
False
,
align_mode
=
1
)
logit
=
fluid
.
layers
.
resize_bilinear
(
logit
,
size
,
align_mode
=
0
)
if
len
(
self
.
multi_loss_weight
)
==
3
:
with
scope
(
'aux_layer_higher'
):
higher_logit
=
self
.
_aux_layer
(
higher_res_features
,
self
.
num_classes
)
higher_logit
=
fluid
.
layers
.
resize_bilinear
(
higher_logit
,
size
,
align_
corners
=
False
,
align_mode
=
1
)
higher_logit
,
size
,
align_
mode
=
0
)
with
scope
(
'aux_layer_lower'
):
lower_logit
=
self
.
_aux_layer
(
lower_res_feature
,
self
.
num_classes
)
lower_logit
=
fluid
.
layers
.
resize_bilinear
(
lower_logit
,
size
,
align_
corners
=
False
,
align_mode
=
1
)
lower_logit
,
size
,
align_
mode
=
0
)
logit
=
(
logit
,
higher_logit
,
lower_logit
)
elif
len
(
self
.
multi_loss_weight
)
==
2
:
with
scope
(
'aux_layer_higher'
):
higher_logit
=
self
.
_aux_layer
(
higher_res_features
,
self
.
num_classes
)
higher_logit
=
fluid
.
layers
.
resize_bilinear
(
higher_logit
,
size
,
align_
corners
=
False
,
align_mode
=
1
)
higher_logit
,
size
,
align_
mode
=
0
)
logit
=
(
logit
,
higher_logit
)
else
:
logit
=
(
logit
,
)
...
...
@@ -318,8 +317,7 @@ class FastSCNN(object):
data_bn
,
out_shape
=
fluid
.
layers
.
shape
(
input
)[
2
:],
name
=
psp_name
+
'_interp'
,
align_corners
=
False
,
align_mode
=
1
)
align_mode
=
0
)
cat_layers
.
append
(
interp
)
cat_layers
=
[
input
]
+
cat_layers
out
=
fluid
.
layers
.
concat
(
cat_layers
,
axis
=
1
,
name
=
'psp_cat'
)
...
...
@@ -344,7 +342,7 @@ class FastSCNN(object):
w
=
shape
[
-
1
]
h
=
shape
[
-
2
]
lower_res_feature
=
fluid
.
layers
.
resize_bilinear
(
lower_res_feature
,
[
h
,
w
],
align_
corners
=
False
,
align_mode
=
1
)
lower_res_feature
,
[
h
,
w
],
align_
mode
=
0
)
with
scope
(
'dwconv'
):
lower_res_feature
=
relu
(
...
...
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