Recent content by sparkellie

A useful way to understand DIY Robotics is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is advanced workflows. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell...

I think performance and meta is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. It is usually easier to troubleshoot when each change is tested on its own.

I am trying to improve my approach to AI Benchmarks and could use some practical advice. I am particularly interested in evaluation and performance. I would like to compare approaches that people have actually used rather than just theoretical suggestions. What has worked best for you, and...