mmagic.models.editors.global_local.gl_decoder

Module Contents

Classes

GLDecoder

Decoder used in Global&Local model.

class mmagic.models.editors.global_local.gl_decoder.GLDecoder(in_channels=256, norm_cfg=None, act_cfg=dict(type='ReLU'), out_act='clip')

Bases: mmengine.model.BaseModule

Decoder used in Global&Local model.

This implementation follows: Globally and locally Consistent Image Completion

Parameters

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

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

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

• out_act (str) – Output activation type, “clip” by default. Noted that in our implementation, we clip the output with range [-1, 1].

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