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AI-MXNet-Gluon-ModelZoo-1.33
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/ AI::MXNet::Gluon::ModelZoo::Vision::VGG

NAME

AI::MXNet::Gluon::ModelZoo::Vision::VGG - VGG model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"

DESCRIPTION

VGG model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
layers : array ref of Int
    Numbers of layers in each feature block.
filters : array ref of Int
    Numbers of filters in each feature block. List length should match the layers.
classes : Int, default 1000
    Number of classification classes.
batch_norm : Bool, default 0
    Use batch normalization.

get_vgg

VGG model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
$num_layers : Int
    Number of layers for the variant of densenet. Options are 11, 13, 16, 19.
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg11

VGG-11 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg13

VGG-13 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg16

VGG-16 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg19

VGG-19 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg11_bn

VGG-11 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg13_bn

VGG-13 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg16_bn

VGG-16 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.

vgg19_bn

VGG-19 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
<https://arxiv.org/abs/1409.1556> paper.

Parameters
----------
:$pretrained : Bool, default 0
    Whether to load the pretrained weights for model.
:$ctx : AI::MXNet::Context, default AI::MXNet::Context->cpu
    The context in which to load the pretrained weights.
:$root : Str, default '~/.mxnet/models'
    Location for keeping the model parameters.