mmagic.models.editors.global_local.gl_dilation

Module Contents

Classes

GLDilationNeck

Dilation Backbone used in Global&Local model.

class mmagic.models.editors.global_local.gl_dilation.GLDilationNeck(in_channels=256, conv_type='conv', norm_cfg=None, act_cfg=dict(type='ReLU'), **kwargs)

Bases: mmengine.model.BaseModule

Dilation Backbone used in Global&Local model.

This implementation follows: Globally and locally Consistent Image Completion

Parameters

• in_channels (int) – Channel number of input feature.

• conv_type (str) – The type of conv module. In DeepFillv1 model, the conv_type should be ‘conv’. In DeepFillv2 model, the conv_type should be ‘gated_conv’.

• norm_cfg (dict) – Config dict to build norm layer.

• act_cfg (dict) – Config dict for activation layer, “relu” by default.

• kwargs (keyword arguments) –

_conv_type

forward(x)

Forward Function.

Parameters

x (torch.Tensor) – Input tensor with shape of (n, c, h, w).

Returns

Output tensor with shape of (n, c, h’, w’).

Return type

torch.Tensor