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[PaddlePaddle Hackathon] add DenseNet #36077

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[PaddlePaddle Hackathon] add DenseNet #36077

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3549af9
implement new feature densenet
LyndonKong Sep 25, 2021
02bcf9e
fix conflicts, add with_pool and pretrained models link for vision/mo…
LyndonKong Oct 14, 2021
4f99a23
Merge branch 'develop' into feature/densenet
LyndonKong Oct 20, 2021
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12 changes: 12 additions & 0 deletions python/paddle/tests/test_vision_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -91,6 +91,18 @@ def test_resnext152_32x4d(self):
def test_resnext152_64x4d(self):
self.models_infer('resnext152_64x4d')

def test_densenet121(self):
self.models_infer("densenet121")

def test_densenet161(self):
self.models_infer("densenet161")

def test_densenet169(self):
self.models_infer("densenet169")

def test_densenet201(self):
self.models_infer("densenet201")

def test_vgg16_num_classes(self):
vgg16 = models.__dict__['vgg16'](pretrained=False, num_classes=10)

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5 changes: 5 additions & 0 deletions python/paddle/vision/__init__.py
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Expand Up @@ -43,6 +43,11 @@
from .models import vgg13 # noqa: F401
from .models import vgg16 # noqa: F401
from .models import vgg19 # noqa: F401
from .models import DenseNet # noqa: F401
from .models import densenet121 # noqa: F401
from .models import densenet161 # noqa: F401
from .models import densenet169 # noqa: F401
from .models import densenet201 # noqa: F401
from .models import LeNet # noqa: F401
from .models import AlexNet # noqa: F401
from .models import alexnet # noqa: F401
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13 changes: 12 additions & 1 deletion python/paddle/vision/models/__init__.py
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Expand Up @@ -28,6 +28,12 @@
from .vgg import vgg16 # noqa: F401
from .vgg import vgg19 # noqa: F401
from .lenet import LeNet # noqa: F401

from .densenet import DenseNet # noqa: F401
from .densenet import densenet121 # noqa: F401
from .densenet import densenet161 # noqa: F401
from .densenet import densenet169 # noqa: F401
from .densenet import densenet201 # noqa: F401
from .alexnet import AlexNet # noqa: F401
from .alexnet import alexnet # noqa: F401
from .resnext import ResNeXt # noqa: F401
Expand Down Expand Up @@ -63,5 +69,10 @@
'resnext101_32x4d',
'resnext101_64x4d',
'resnext152_32x4d',
'resnext152_64x4d'
'resnext152_64x4d',
'DenseNet',
'densenet121',
'densenet161',
'densenet169',
'densenet201'
]
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