Nevertheless, this is awesome and I wish I'd built it :)
Questions: - what is the measurement precision?
- do you need calibration? How do you do it in production?
- what it is the root problem you are trying to solve?
- what is your hypothesis about your solution- quantitatively?
2) Not necessarily. Models like MapAnything/MoGe predict calibration params directly, and GeoCalib is good for distortion coefficients. We still calibrate manually on-site, but mainly to validate these models actually hold up in real warehouses and collect our own calibration training data. We are confident the future is calibration-free.
3) Carriers lose money every day because shippers understate dimensions, and LTL is priced by volume. Every understated shipment is lost revenue. Thats the wedge we're going after.