WGAN on 3d objects

Deep Learning
1

Hi Jeremy,

I just recently found your course and it has been amazing, many thanks :).
I’m working on a project that intends to autocomplete missing parts of 3d objects. These are broken archaeology objects that we scan from a museum (Hi from Perú :slight_smile: ).
I’ve been working on a 3d autoencoder with a dropout at the very beginning (to simulate missing points), and now I’m reading/learning more about GANS to apply them in this work.
I would really appreciate if you have some ideas I can apply

Also, i would like to hear what do you think about this paper Improved Training of Wasserstein GANs ?

Thanks!

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I sure do: don’t use an autoencoder! :smiley:[quote=“renato, post:1, topic:2820”]
Also, i would like to hear what do you think about this paper Improved Training of Wasserstein GANs ?
[/quote]

It’s a much better approach - definitely worth doing.

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