DCGAN
Tips
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()
References
PyTorch Example of DCGAN:
https://github.com/pytorch/examples/tree/main/dcgan
Acknowledgments
Daiphys is a professional services company in research and development of leading-edge technologies in science and engineering.
Get started accelerating your business through our deep expertise in R&D with AI, quantum computing, and space development; please get in touch with Daiphys today!
Daiphys Technologies LLC - https://www.daiphys.com/