timsainb / tensorflow2-generative-models
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
☆996Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for tensorflow2-generative-models
- Compare GAN code.☆1,824Updated 3 years ago
- Tooling for GANs in TensorFlow☆937Updated 3 months ago
- Reimplementation of GANs☆420Updated 2 years ago
- Awesome Generative Adversarial Networks with tensorflow☆761Updated 2 years ago
- All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN☆656Updated 6 years ago
- ☆998Updated 5 years ago
- Experiments with Deep Learning☆1,347Updated last year
- Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/☆1,771Updated 3 years ago
- Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN,…☆500Updated 6 years ago
- 👉 Tensorflow 2.x resources such as tutorial, blog, code and videos☆525Updated last year
- Research Framework for easy and efficient training of GANs based on Pytorch☆1,401Updated 2 years ago
- Debugging, monitoring and visualization for Python Machine Learning and Data Science☆3,420Updated last year
- Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks☆1,017Updated last year
- Code for the paper "Improved Techniques for Training GANs"☆2,294Updated 5 years ago
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆918Updated 5 years ago
- The Roadmap to Learn Generative Adversarial Networks (GANs)☆387Updated 4 years ago
- generate MNIST using a Variational Autoencoder☆707Updated 5 years ago
- Collection of generative models in Pytorch version.☆2,601Updated 4 years ago
- 🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.☆1,022Updated 3 years ago
- Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)☆551Updated 5 years ago
- A mix of GAN implementations including progressive growing☆1,617Updated 3 years ago
- GANs with spectral normalization and projection discriminator☆1,088Updated 5 years ago
- Generative Adversarial Networks (GANs) resources sorted by citations☆855Updated 5 years ago
- Code for reproducing experiments in "Improved Training of Wasserstein GANs"☆2,359Updated 6 years ago
- GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks☆1,397Updated last year
- Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course☆1,916Updated last year
- A wizard's guide to Adversarial Autoencoders☆430Updated 3 years ago
- Contains my explorations of TensorFlow 2.x☆382Updated 2 years ago
- Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Advers…☆1,059Updated 3 years ago
- Simple tutorials for building neural networks with TensorFlow Eager mode.☆510Updated 4 years ago