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Talk type: Talk

How to find the cat's place in the 3D world with PyTorch3D

  • Talk in Russian

In this talk, the speaker will answer the questions:

  • what are the main components of a 3D scene and what is rendering;
  • what internal and external camera parameters are responsible for and how they affect the final image;
  • How to render using Pytorch3D;
  • how to determine the camera position in 3D space from a single photo and 3D object model using Pytorch3D;
  • features of implementing the same solution using TensorFlow Graphics;
    what tricks can be used for better convergence of the algorithm.


Invited experts