Excited about this one. Here, I'm demoing 8 ball and 9 ball.
It can identify all of the balls on the table (with the ability to make manual corrections), along with auto scoring over an entire multi-game match with stats collection.
Coming soon is the internet multiplayer variation, where 2...
Integrated a dynamic variant of speed pool that allows you to choose a break from 2 to 15 balls, and it automatically times you.
The coolest part is that you can replay your post-layout break in order to try and improve your score across the same layout.
You can also play against others (up to...
I'm starting to do a "Drill of the Day" series, showcasing how easy it is to create your own drills and play them.
Another very cool feature is the drill's leaderboard. Drills have leaderboards, where you can submit a placement run. Your run through the drill is recorded and uploaded...
Well, it's true. Most people haven't seen something like this. They've seen projection systems, but not ones with ball tracking and scorekeeping. 100x more complex, made possible by AI.
As such, the model improves through more training data. Which takes time.
Welcome to software development.
One played within FC? Coming.
One that can analyze an external match like matchroom? As soon as computer vision is good enough to understand multiple camera angles and see balls clearly enough.
They don't want cures. No money in cures, that's the vast majority of medicine now. They keep you alive, but sickly enough to keep needing their medication, when most people could just fix their issues with diet and lifestyle changes.
Traditional pool table lights that are centered over the table (and relatively low) won't work.
Either your own even lighting around the table, or ideally a perimeter light (purchased new or DIY'd) is the best option.
The hardest problem isn't just run-out scenarios, it's combining it all into a comprehensive solution that can use computer vision to accurately identify which ball is which, under a variety of conditions, and then presenting it on a table. And doing it in a way that can work on most PCs.
AI is an amazing technology if you actually used it and didn't listen to its detractors. It's way more than stupid fake videos.
Learn about agentic AI workflows.