openai/glow
OpenAI's implementation of the Glow flow-based generative model for high-resolution image synthesis.
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This repository provides code for reproducing the Glow paper, which introduces invertible 1x1 convolutions for flow-based generative models. The model generates high-quality images at scales from 64x64 to 1024x1024 on datasets including CelebA-HQ, ImageNet, and LSUN. Implemented in TensorFlow with support for distributed training via Horovod and MPI.
Frequently asked
- What is openai/glow?
- OpenAI's implementation of the Glow flow-based generative model for high-resolution image synthesis.
- Is glow open source?
- Yes — openai/glow is open source, released under the MIT license.
- What language is glow written in?
- openai/glow is primarily written in Python.
- How popular is glow?
- openai/glow has 3.2k stars on GitHub.
- Where can I find glow?
- openai/glow is on GitHub at https://github.com/openai/glow.