dlpy.layers.ROIPooling

class dlpy.layers.ROIPooling(name=None, act='AUTO', output_height=7, output_width=7, spatial_scale=0.0625, src_layers=None, **kwargs)

Bases: dlpy.layers.Layer

ROIPooling layer

Parameters:

name : string, optional

Specifies the name of the layer.

act : string, optional

Specifies the activation function.
Valid Values: AUTO, IDENTITY,
Default: AUTO

output_height : int, optional

Specifies the output height of the region pooling layer.
Default: 7

output_width : int, optional

Specifies the output width of the region pooling layer.
Default: 7

spatial_scale : float, optional

Specifies the spatial scale of ROIs coordinates (in the input image space) in related to the feature map pixel space.
Default: 0.0625

src_layers : iter-of-Layers, optional

Specifies the layers directed to this layer.

Returns:

ROIPooling

__init__(name=None, act='AUTO', output_height=7, output_width=7, spatial_scale=0.0625, src_layers=None, **kwargs)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__([name, act, output_height, …])	Initialize self.
count_instances()
format_name([block_num, local_count])	Format the name of the layer
get_number_of_instances()
to_model_params()	Convert the model configuration to CAS action parameters