Current-Basket3920

Current-Basket3920 t1_ixvizfl wrote

Reply to I'm making a project which requires me to learn deep learning. Can anyone suggest me a good YouTube playlist to learn it? by wereeagle1713

3blue1brown has the best high level explanation/intuition: https://m.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi

Andrej Karphaty has some amazing videos where he implements some things: https://m.youtube.com/c/AndrejKarpathy/

There are full courses on Youtube from Stanford and MIT which are excellent.

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Current-Basket3920 t1_iuxezmx wrote

Reply to Can someone help me to create a STYLEGAN (1/2 or 3) with a dataset of my psychedelic handrawn/ A.I. Colored artworks? (280 in dataset, I have more iterations, maybe 600 total) by Niu_Davinci

The code is freely available and on Youtube you find videos on „How to use Stylegan“.

But:

  • As already mentioned you‘ll need more data. 5-10k are already at the low end. You need more like 50-100k I think.
  • You need some serious hardware to train something like this. For Stylegan they used 8 high end GPUs for a week. I guess for Stylegan2/3 even more. You might be happy with less than NVIDIA, but it‘s no quick thing to do.
  • And even then there‘s no guarantee that it will turn out perfectly. It might need some fine-tuning, it‘s not a simple algorithm.
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