Newmu/dcgan_codeGitHub
Original reference DCGAN in an unmaintained Theano-era codebase; choose only to reproduce the original paper experiments.
Deep Convolutional Generative Adversarial Networks
- 3.5k
- Python
- MIT
dormant7.4y ago
carpedm20/DCGAN-tensorflow Alternatives
Generative adversarial networks / image synthesis
A TensorFlow implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for training on image datasets.
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
jacobgil/keras-dcganGitHub
DCGAN implemented in legacy Keras 1.x, not maintained; pick only for old Keras-only projects.
Keras implementation of Deep Convolutional Generative Adversarial Networks
- 977
- Python
- none
dormant9.2y ago
mattya/chainer-DCGANGitHub
DCGAN in the discontinued Chainer framework; choose it only if you are locked into Chainer.
Chainer implementation of Deep Convolutional Generative Adversarial Network
- 931
- Python
- MIT
dormant6.3y ago
jayleicn/animeGANGitHub
PyTorch DCGAN-style model already configured for anime face generation; choose when that domain is sufficient.
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
- 1.3k
- Jupyter Notebook
- MIT
dormant4.1y ago
Listed as an alternative to
These projects were analysed and named DCGAN-tensorflow among their alternatives. The relationship is not symmetric — how DCGAN-tensorflow rates them is a separate judgement, made when DCGAN-tensorflow is analysed in its own right.
eriklindernoren/PyTorch-GANGitHub
calls DCGAN-tensorflow “specific DCGAN in TensorFlow, if you only need that model”
PyTorch implementations of Generative Adversarial Networks.
17.4kPythondormant
PaddlePaddle/PaddleGANGitHub
calls DCGAN-tensorflow “Choose for a minimal DCGAN implementation in TensorFlow as an educational baseline.”
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
8.0kPythondormant
wiseodd/generative-modelsGitHub
calls DCGAN-tensorflow “use when you need the canonical DCGAN TensorFlow implementation as a standalone example.”
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
7.5kPythondormant