Show HN: ML Denoiser for Atom Resolution Images

sebrunscode · 2024-02-19T21:12:41 1708377161

My app has the following:

1. the XCode project, a full stack SwiftUI project with some UIKit views ported using representables 2. models in ` .coreml ` format for 512 and 1024 resolutions: 3. ` SegNetIO ` and ` SegNetIOManager `, the pipeline which converts PNGs to ML ready input and back again. 4. miscellanious helpers views and files which bring the app together 5. My work in progress port from python for the .SER .EMI reader.

sebrunscode · 2024-02-19T21:06:59 1708376819

The iOS version is not open source, professor Huolin Xin's DeepEM Lab at UC Irvine made the original: https://github.com/xinhuolin/AtomSegNet

I was a undergrad researcher in DeepEM lab from 2020-2022

sebrunscode · 2024-02-20T02:11:14 1708395074

Hi folks, I emailed the professor. The project is now open source.

https://github.com/SebastianDetering/iOSAtomSegNet/tree/main