ML for 3D Course documentation

What’s going on?

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What’s going on?

Tipping point

In recent years, there has been a tipping point in the domains of language and vision. New models are releasing constantly, such as the recent Llama 3.

These have become useful tools for a wide range of tasks.

What about 3D?

When it comes to 3D, we haven’t quite reached this tipping point.

However, we seem to be very close, with new research coming out constantly. I aggregate this research in this Space.

While this is good, it can be very overwhelming to keep up with, especially since there’s very little consistency in what 3D even means.

What is 3D?

New research usually presents 3D results as pre-rendered videos, even for high-quality models like TripoSR.

But how did they get this video?

Is it a mesh? A splat? A NeRF? Multi-view diffusion? What do these things even mean?

In this course, we’ll be answering this question, painting a broader picture of the ecosystem as a whole.

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