An astrophotography upscaler, denoiser, deblurrer, all rolled into one.
The (only?) free, no-strings-attached, open source astrophotgraphy upscaler toolset. I wanted a solution that can run on almost any hardware with epic results, and I hope this repo serves you well.
If you ever want to support the project, please give the repo a star so that it's easier for others to discover it.
Quick start on colab, but checkout running for more details.
I started this project a regrettably long time ago. I tried different ways to share my work, got some hate, some love, and setted for what you see now.
I present an acculmination of multiple ideas, improvements, and lessons; trained on 15 thousand images of various astrophotography targets.
It is behind my works on reddit, my youtube attempt and my cloudy nights post, and I hope it leads the way for any other future attempts; for anyone.
A lot has happend throughout this project. I guess cause it was my first machine learning application and it's been a nice distraction every now and again.
Ask for any improvements and I will likely implement them. Any feedback is appreciated, such as creating a Photoshop/Pixinsight plugin? Just open a git issue here and I'll see to it.
This tool is presented as is, free as long as it stays free. "Scientific accuracy" was never the goal of this project - it was made to help others, and to make astronomy a little easier.