DCGAN

Information - Checkerboard Artifacts of Deconvolution

https://distill.pub/2016/deconv-checkerboard/

  • Using upsampling instead of transposed convolution is recommended to avoid checkerboard artifacts
#nn.ConvTranspose2d(ngf, nc, 4, 2, 1, bias=False),
nn.Upsample(scale_factor=2, mode="nearest"),
nn.Conv2d(ngf, nc, 3, 1, 1, bias=False),
nn.Tanh()

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  • Last modified: 2026/01/16 01:45
  • by Daiphys