Hi,
I thought this plugin could come out handy for some of you !
Fundamentally It is capable of recognizing specifically what type of object you select in your Rhino windows, It will return the thickness if a plate, or the type of stiffner.
It has been trained on nautical structural elements and has a loss score of 0.17 and an accuracy of 99%.
If you want to expand the dataset to your specific usecase you could, It uses pointclouds so you can train it to recognize basically any object with a decent dataset.
Video showing my usecase → 3D Object Recognizer Machine Learning : Enhanced Recognition - YouTube
Using the returned object category you could query an LLM for a specific RGB color for that specific type of Object and assign such color or material to your object,saving you workhours in material assignment and basically adding object data.
The possibilities are endless and saved our office plenty of time.
Anyway enough words here you go [->] https://www.food4rhino.com/en/app/advanced-3d-object-recognizer-enhanced-recognition-rhino
I think this is one of the first few AI integrations in Rhino that actually proved useful, at least for me.
Hope this helps you.
Looking for :
If you want to integrate automated rendering / material / color assignment, and you have 3d models examples to provide, I will gladly integrate them in my dataset so that you can use our tool to categorize and render objects automatically.