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


RE: I used LDraw files and LDCad to train an AI program to recognize bricks
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(2020-02-21, 22:13)Jacob Sullivan Wrote: 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.

Hello Jacob,

Welcome to the LDraw Forum!
Thanks for sharing this post of your project here! I definitely need to spend more time going through your blog-post , very interesting!


Gerald
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RE: I used LDraw files and LDCad to train an AI program to recognize bricks - by Gerald Lasser - 2020-02-21, 23:00

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