Make sure to have a look at the getting started page on the website: https://lordasdi.github.io/SMO_AutoSplit/getting_started.html

Thanks, I'm glad to hear you find it useful.

Over the past two years I've been working on a new auto splitter for SMO which uses neural networks to detect events like Moon Get, Kingdom Ends and Fadeouts. This eliminates the need do create split images like we used to with AutoSplit and makes the process of creating auto splitter routes much easier.
Here's the website for it. https://github.com/LordAsdi/SMO_AutoSplit
The source code is on GitHub. https://github.com/LordAsdi/SMO_AutoSplit

Done
Happy speedrunning!