Composable GAN framework with api and user interface
Changelog:
cat
layer output shapeHyperGAN 1.0 is the result of roughly one year of directed effort to stabilize and speed up training.
When we started the project we decided that 1.0 was going to be released when we have a stable convergent default. Now that's here we're excited to bring you HyperGAN 1.0!
With this release we are also announcing the github sponsorship program. Help us develop HyperGAN into the GAN framework we know it can be!
https://github.com/sponsors/hypergan
If you have tried HyperGAN before, please give it another shot.
If you are new to HyperGAN, welcome, let us know more about your use case in the discord.
--crop
now does a resize THEN a crop to capture as much of the target image as possible.segment_softmax
which increases generator capacity significantlyWe've tried to keep the good things about hypergan and remove the gnarly parts. We're still documenting and improving things but it's working and ready to be tested out.
We still have a lot of things planned for this release. Consider this an open invitation to start seeing experimenting with 1.0 and let us know what you think in the discord!
bug fixes
We're proud to announce that HyperGAN 0.10.0 has been officially released!
HyperGAN 0.10 introduces a lot. The end result is better generators with more variety on less hardware.
Here's some of the features in hypergan:
Additionally we've optimized. hypergan build
can take a model that trains at 6gb and reduce it to < 10 MB at inference time. Suitable for embedding in mobile devices or web pages.
Make sure to uninstall previous versions of hypergan then pip install hypergan
. On windows? Check the discord for instructions.
Join the discord where you can find exclusive content.
Thinking about helping out? With the release of 0.10.0 and HIPs now is the perfect time. Create a HIP. Create a model. Help with an issue. Share a dataset. Show your project off. There's lots of fun to be had and cool things to build.
We have several new features we're excited to share with you in 0.10. Stay tuned!
Follow us on twitter. Like and subscribe to the youtube channel where we will be releasing new videos. Star the github. And of course, join our discord if you haven't already. It really does help a lot.
We'd like to thank everyone in the hypergan community for testing, supporting, suggesting, building, and generally being great during this development cycle.
hypergan build
builds .pbgraph fileThis release includes huge refactorings and tons of new features. There are too many changes to list here, see #66 for full details