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submodule
opencv
Commits
74fc9acd
Commit
74fc9acd
authored
Sep 19, 2015
by
berak
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initialize temp_train_samples in SVM::autoTrain
add smoke test
parent
d2add41b
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2 changed files
with
33 additions
and
2 deletions
+33
-2
svm.cpp
modules/ml/src/svm.cpp
+2
-2
test_svmtrainauto.cpp
modules/ml/test/test_svmtrainauto.cpp
+31
-0
No files found.
modules/ml/src/svm.cpp
View file @
74fc9acd
...
...
@@ -1795,10 +1795,10 @@ public:
if
(
!
do_train
(
temp_train_samples
,
temp_train_responses
))
continue
;
for
(
i
=
0
;
i
<
t
rain
_sample_count
;
i
++
)
for
(
i
=
0
;
i
<
t
est
_sample_count
;
i
++
)
{
j
=
sidx
[(
i
+
start
+
train_sample_count
)
%
sample_count
];
memcpy
(
temp_t
rain
_samples
.
ptr
(
i
),
samples
.
ptr
(
j
),
sample_size
);
memcpy
(
temp_t
est
_samples
.
ptr
(
i
),
samples
.
ptr
(
j
),
sample_size
);
}
predict
(
temp_test_samples
,
temp_test_responses
,
0
);
...
...
modules/ml/test/test_svmtrainauto.cpp
View file @
74fc9acd
...
...
@@ -87,3 +87,34 @@ void CV_SVMTrainAutoTest::run( int /*start_from*/ )
}
TEST
(
ML_SVM
,
trainauto
)
{
CV_SVMTrainAutoTest
test
;
test
.
safe_run
();
}
TEST
(
ML_SVM
,
trainAuto_regression_5369
)
{
int
datasize
=
100
;
cv
::
Mat
samples
=
cv
::
Mat
::
zeros
(
datasize
,
2
,
CV_32FC1
);
cv
::
Mat
responses
=
cv
::
Mat
::
zeros
(
datasize
,
1
,
CV_32S
);
RNG
rng
(
0
);
// fixed!
for
(
int
i
=
0
;
i
<
datasize
;
++
i
)
{
int
response
=
rng
.
uniform
(
0
,
2
);
// Random from {0, 1}.
samples
.
at
<
float
>
(
i
,
0
)
=
0
;
samples
.
at
<
float
>
(
i
,
1
)
=
(
0.5
f
-
response
)
*
rng
.
uniform
(
0.
f
,
1.2
f
)
+
response
;
responses
.
at
<
int
>
(
i
,
0
)
=
response
;
}
cv
::
Ptr
<
TrainData
>
data
=
TrainData
::
create
(
samples
,
cv
::
ml
::
ROW_SAMPLE
,
responses
);
cv
::
Ptr
<
SVM
>
svm
=
SVM
::
create
();
svm
->
trainAuto
(
data
,
10
);
// 2-fold cross validation.
float
test_data0
[
2
]
=
{
0.25
f
,
0.25
f
};
cv
::
Mat
test_point0
=
cv
::
Mat
(
1
,
2
,
CV_32FC1
,
test_data0
);
float
result0
=
svm
->
predict
(
test_point0
);
float
test_data1
[
2
]
=
{
0.75
f
,
0.75
f
};
cv
::
Mat
test_point1
=
cv
::
Mat
(
1
,
2
,
CV_32FC1
,
test_data1
);
float
result1
=
svm
->
predict
(
test_point1
);
EXPECT_EQ
(
0.
,
result0
);
EXPECT_EQ
(
1.
,
result1
);
}
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