/Text-to-image-synthesis-with-AttnGAN

Text to Image Generation using Attentional Generative Adversarial Networks

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Text-to-image-synthesis-with-GANs

Python 3.7+ and Pytorch 1.x

Play with this model: Demo Link

About the project

A PyTorch re-implementation of the paper AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks, which was released on 28 November 2017. Please refer to the streamlit web-app to see the demo and explanation of this article.

Sneak-peek into the webapp

References

Note: This is a rough Readme as I am quite overloaded with work right now, this Readme will be updated soon with all the details (results, benchmarks, training hardware, model configurations, etc)