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sjjsmuel
caries_classifier
Commits
09b9fbad
Commit
09b9fbad
authored
May 06, 2020
by
sjjsmuel
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test GAP instead of flatten
the network becomes to large
parent
5b78432f
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network/VGG_16.py
network/VGG_16.py
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network/VGG_16.py
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09b9fbad
...
@@ -31,7 +31,7 @@ class VGG_16(NetworkBase):
...
@@ -31,7 +31,7 @@ class VGG_16(NetworkBase):
if
shouldSave
:
if
shouldSave
:
base_model
.
save
(
'input/vgg_base_model.h5'
)
base_model
.
save
(
'input/vgg_base_model.h5'
)
x
=
Flatten
()(
base_model
.
output
)
x
=
GlobalAveragePooling2D
()(
base_model
.
output
)
x
=
Dense
(
4096
,
activation
=
'relu'
)(
x
)
x
=
Dense
(
4096
,
activation
=
'relu'
)(
x
)
x
=
Dense
(
4096
,
activation
=
'relu'
)(
x
)
x
=
Dense
(
4096
,
activation
=
'relu'
)(
x
)
out
=
Dense
(
self
.
NUM_CLASSES
,
activation
=
'softmax'
,
name
=
'probs'
)(
x
)
out
=
Dense
(
self
.
NUM_CLASSES
,
activation
=
'softmax'
,
name
=
'probs'
)(
x
)
...
...
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