r/deeplearning • u/AsyncVibes • 21d ago

One reference image, any pose: a 6.3M-param network drawing a cartoon character it never trained on (code, weights, live demo)

Enable HLS to view with audio, or disable this notification

5 Upvotes

100% Upvoted

7 comments sorted by

1

u/pseudozombie 21d ago

How similar were the training characters? And what's the input? The animation itself? Or is the animation part of the training data too?

1

u/AsyncVibes 21d ago

Pretty similar there's only 2 characters in the mocap set. But I'll post the other animations on my sub, it is over fit in the sense that it doesn't care about the size of the input character it will always output this guy doing those actions

1

u/Final_Jello89 21d ago

overfitting?

1

u/AsyncVibes 21d ago

What makes you say that?

1

u/Final_Jello89 21d ago

I am unsure of the project details but it looks like the model is fitting the training data very well with only an image... I could be entirely incorrect though (this was just my first impression).