I started cooking up something else - CNC setup, control, and monitoring with a human-friendly web UI and a headless agent-ready CLI/API. Initially targeting the Carvera Air (pictured, with SMW fixture plate and mod vise v3).
VelocityPnP: pick and place software for @OpuloInc machines that's actually fun to use. Designed for headless/agentic operation but it has a nice web UI as well.
Will be releasing on github (Apache 2.0 license) next week. HMU if you have a LumenPnP v3.1 or v4.0 and are interested in being a guinea pig.
This video is a "fly-around" inside a gaussian splat model of my shop.
It took a lot of tokens to dial in all the params and settings, but after two weeks and many tokens we've arrived at a usable/useful shop model. It takes ~8 hours to "train" this model on my Spark DGX.
The captures were taken on a Turtlebot4, which is based on the Roomba i3 series, but adds lidar and depth camera. Not bad for a vacuum cleaner.
Replying to @kanwisher
If you have a laser capable of cutting thin aluminum sheet (e.g. an xTool F1 Ultra, or maybe even their smaller ones) you can make nice stencils that way
VelocityPnP: pick and place software for @OpuloInc machines that's actually fun to use. Designed for headless/agentic operation but it has a nice web UI as well.
Will be releasing on github (Apache 2.0 license) next week. HMU if you have a LumenPnP v3.1 or v4.0 and are interested in being a guinea pig.
Ok, this is actually starting to come together












