I used LDraw files and LDCad to train an AI program to recognize bricks


I used LDraw files and LDCad to train an AI program to recognize bricks
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Big shout out to the LDRAW community and Roland Melkert for LDCad! And Rebrickable!
I trained a machine learning algorithm to recognize pictures of bricks, using an animation I made in LDCad. With a parts list from Rebrickable. And parts from LDraw of course. 
My ideal scenario is to grab a handful of bricks, toss them on the table, take a picture, and have the program catalog the pieces.

I put all the how-to details in an article on medium. https://towardsdatascience.com/machine-l...12e0544012
I am working on some other ideas for machine learning brick projects. And it would be cool if people have feedback or wanted to collaborate.
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I used LDraw files and LDCad to train an AI program to recognize bricks - by Jacob Sullivan - 2020-02-21, 22:13

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