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.