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submodule
opencv_contrib
Commits
a28b3f30
Commit
a28b3f30
authored
Feb 15, 2017
by
dkurt
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Added missed layers names and types initializations
parent
f9b57527
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1 changed file
with
41 additions
and
14 deletions
+41
-14
layer_loaders.cpp
modules/dnn/src/caffe/layer_loaders.cpp
+41
-14
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modules/dnn/src/caffe/layer_loaders.cpp
View file @
a28b3f30
...
...
@@ -72,17 +72,22 @@ Ptr<Layer> createLayerFromCaffe<PoolingLayer>(LayerParams ¶ms)
pad
.
height
,
pad
.
width
,
stride
.
height
,
stride
.
width
,
padMode
);
//getCaffeConvParams(params, kernel, pad, stride);
Ptr
<
Layer
>
l
;
if
(
!
globalPooling
)
return
Ptr
<
Layer
>
(
PoolingLayer
::
create
(
type
,
kernel
,
stride
,
pad
,
padMode
)
);
l
=
PoolingLayer
::
create
(
type
,
kernel
,
stride
,
pad
,
padMode
);
else
return
Ptr
<
Layer
>
(
PoolingLayer
::
createGlobal
(
type
));
l
=
PoolingLayer
::
createGlobal
(
type
);
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
Ptr
<
Layer
>
createLayerFromCaffe
<
SoftmaxLayer
>
(
LayerParams
&
params
)
{
int
axis
=
params
.
get
<
int
>
(
"axis"
,
1
);
return
Ptr
<
Layer
>
(
SoftmaxLayer
::
create
(
axis
));
Ptr
<
Layer
>
l
(
SoftmaxLayer
::
create
(
axis
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
//InnerProduct specialization
...
...
@@ -129,17 +134,21 @@ Ptr<Layer> createLayerFromCaffe<LRNLayer>(LayerParams& params)
double
bias
=
params
.
get
<
double
>
(
"bias"
,
1
);
bool
normBySize
=
params
.
get
<
bool
>
(
"norm_by_size"
,
true
);
return
Ptr
<
Layer
>
(
LRNLayer
::
create
(
type
,
size
,
alpha
,
beta
,
bias
,
normBySize
));
Ptr
<
Layer
>
l
(
LRNLayer
::
create
(
type
,
size
,
alpha
,
beta
,
bias
,
normBySize
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
Ptr
<
Layer
>
createLayerFromCaffe
<
MVNLayer
>
(
LayerParams
&
params
)
{
return
Ptr
<
Layer
>
(
MVNLayer
::
create
(
Ptr
<
Layer
>
l
(
MVNLayer
::
create
(
params
.
get
<
bool
>
(
"normalize_variance"
,
true
),
params
.
get
<
bool
>
(
"across_channels"
,
false
),
params
.
get
<
double
>
(
"eps"
,
1e-9
)
));
l
->
setParamsFrom
(
params
);
return
l
;
}
/* Reshape layers */
...
...
@@ -164,13 +173,17 @@ Ptr<Layer> createLayerFromCaffe<ReshapeLayer>(LayerParams ¶ms)
else
newShape
=
Shape
::
all
(
0
);
return
Ptr
<
Layer
>
(
ReshapeLayer
::
create
(
newShape
,
applyingRange
,
enableReordering
));
Ptr
<
Layer
>
l
(
ReshapeLayer
::
create
(
newShape
,
applyingRange
,
enableReordering
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
Ptr
<
Layer
>
createLayerFromCaffe
<
ConcatLayer
>
(
LayerParams
&
params
)
{
return
Ptr
<
Layer
>
(
ConcatLayer
::
create
(
params
.
get
<
int
>
(
"axis"
,
1
)));
Ptr
<
Layer
>
l
(
ConcatLayer
::
create
(
params
.
get
<
int
>
(
"axis"
,
1
)));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
...
...
@@ -189,7 +202,9 @@ Ptr<Layer> createLayerFromCaffe<SplitLayer>(LayerParams ¶ms)
outputsCount
=
-
1
;
}
return
Ptr
<
Layer
>
(
SplitLayer
::
create
(
outputsCount
));
Ptr
<
Layer
>
l
(
SplitLayer
::
create
(
outputsCount
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
...
...
@@ -197,9 +212,10 @@ Ptr<Layer> createLayerFromCaffe<SliceLayer>(LayerParams& params)
{
int
axis
=
params
.
get
<
int
>
(
"axis"
,
1
);
Ptr
<
Layer
>
l
;
if
(
!
params
.
has
(
"slice_point"
))
{
return
Ptr
<
Layer
>
(
SliceLayer
::
create
(
axis
)
);
l
=
SliceLayer
::
create
(
axis
);
}
else
{
...
...
@@ -208,8 +224,10 @@ Ptr<Layer> createLayerFromCaffe<SliceLayer>(LayerParams& params)
for
(
int
i
=
0
;
i
<
indicesValue
.
size
();
i
++
)
sliceIndices
[
i
]
=
indicesValue
.
get
<
int
>
(
i
);
return
Ptr
<
Layer
>
(
SliceLayer
::
create
(
axis
,
sliceIndices
)
);
l
=
SliceLayer
::
create
(
axis
,
sliceIndices
);
}
l
->
setParamsFrom
(
params
);
return
l
;
}
/* Activation layers */
...
...
@@ -224,7 +242,9 @@ template<> //ReLU specialization
Ptr
<
Layer
>
createLayerFromCaffe
<
ReLULayer
>
(
LayerParams
&
params
)
{
float
negative_slope
=
params
.
get
<
float
>
(
"negative_slope"
,
0.
f
);
return
Ptr
<
Layer
>
(
ReLULayer
::
create
(
negative_slope
));
Ptr
<
Layer
>
l
(
ReLULayer
::
create
(
negative_slope
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
//Power specialization
...
...
@@ -233,7 +253,9 @@ Ptr<Layer> createLayerFromCaffe<PowerLayer>(LayerParams& params)
float
power
=
params
.
get
<
float
>
(
"power"
,
1.0
f
);
float
scale
=
params
.
get
<
float
>
(
"scale"
,
1.0
f
);
float
shift
=
params
.
get
<
float
>
(
"shift"
,
0.0
f
);
return
Ptr
<
Layer
>
(
PowerLayer
::
create
(
power
,
scale
,
shift
));
Ptr
<
Layer
>
l
(
PowerLayer
::
create
(
power
,
scale
,
shift
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
//CropLayer specialization
...
...
@@ -249,7 +271,9 @@ Ptr<Layer> createLayerFromCaffe<CropLayer>(LayerParams& params)
offset
.
push_back
(
paramOffset
->
get
<
int
>
(
i
));
}
return
Ptr
<
Layer
>
(
CropLayer
::
create
(
start_axis
,
offset
));
Ptr
<
Layer
>
l
(
CropLayer
::
create
(
start_axis
,
offset
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
//Eltwise specialization
...
...
@@ -279,7 +303,9 @@ Ptr<Layer> createLayerFromCaffe<EltwiseLayer>(LayerParams& params)
coeffs
[
i
]
=
paramCoeff
.
get
<
int
>
(
i
);
}
}
return
Ptr
<
Layer
>
(
EltwiseLayer
::
create
(
op
,
coeffs
));
Ptr
<
Layer
>
l
(
EltwiseLayer
::
create
(
op
,
coeffs
));
l
->
setParamsFrom
(
params
);
return
l
;
}
template
<>
//BatchNormLayer specialization
...
...
@@ -313,6 +339,7 @@ Ptr<Layer> createLayerFromCaffe<MaxUnpoolLayer>(LayerParams& params)
Size
outSize
(
params
.
get
<
int
>
(
"out_w"
),
params
.
get
<
int
>
(
"out_h"
));
Ptr
<
MaxUnpoolLayer
>
l
=
MaxUnpoolLayer
::
create
(
outSize
);
l
->
setParamsFrom
(
params
);
return
Ptr
<
Layer
>
(
l
);
}
...
...
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