AI::MXNet::Gluon::ModelZoo::Vision::VGG - VGG model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition"
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.
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.
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. :$root : Str, default '~/.mxnet/models' Location for keeping the model parameters.
VGG-13 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition" <https://arxiv.org/abs/1409.1556> paper. Parameters ---------- :$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.
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. :$root : Str, default '~/.mxnet/models' Location for keeping the model parameters.
VGG-19 model from the "Very Deep Convolutional Networks for Large-Scale Image Recognition" <https://arxiv.org/abs/1409.1556> paper. Parameters ---------- :$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.
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. :$root : Str, default '~/.mxnet/models' Location for keeping the model parameters.
VGG-13 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition" <https://arxiv.org/abs/1409.1556> paper. Parameters ---------- :$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.
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. :$root : Str, default '~/.mxnet/models' Location for keeping the model parameters.
VGG-19 model with batch normalization from the "Very Deep Convolutional Networks for Large-Scale Image Recognition" <https://arxiv.org/abs/1409.1556> paper. Parameters ---------- :$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.
To install AI::MXNet::Gluon::ModelZoo, copy and paste the appropriate command in to your terminal.
cpanm
cpanm AI::MXNet::Gluon::ModelZoo
CPAN shell
perl -MCPAN -e shell install AI::MXNet::Gluon::ModelZoo
For more information on module installation, please visit the detailed CPAN module installation guide.