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Udemy

Neural Radiance Fields (NeRF)

via Udemy

Overview

Introduction to NeRF, volumetric rendering, and 3D reconstruction

What you'll learn:
  • Introduction to reconstruction
  • Introduction to 3D reconstruction
  • Introduction to Neural Radiance Fields (NeRF)
  • Novel view synthesis with NeRF
  • 3D reconstruction with NeRF (mesh extraction)
  • Introduction to 3D rendering

Welcome to this course about Neural Radiance Fields (Nerf)!


Neural radiance fields is an innovative technology that is attracting a lot of interest in the world of computer vision. Nerf allows novel view synthesis, and 3D reconstruction, among other things. Since its appearance two years ago, many startups have been created, and as job offers suggest, large technology companies (Meta, Apple, Google, Amazon, ...) are using it.


In this online course, you will discover:

  • How Nerf models work and how they can be used in various applications

  • How to train and evaluate a Nerf model

  • How to generate novel views from an optimized model

  • How to extract a 3D mesh from an optimized model

  • How to integrate Nerf into your computer vision projects

  • Examples of real-world use cases for Nerf in the industry


Our course is designed for developers and scientists who want to learn about Nerf and use it in their projects. We cover all aspects of setting up and using Nerf, from start to finish.


Register now to access our comprehensive online course on Nerf models and learn how this technology can enhance your computer vision projects.


Don't miss this opportunity to learn about the latest advances in computer vision with Nerf!

Syllabus

  • Introduction
  • 3D reconstruction
  • 3D reconstruction : modules
  • NeRF : Neural Radiance Fields
  • Novel view synthesis
  • Mesh extraction
  • Going further: scientific papers
  • Tools and open source implementations
  • Conclusion

Taught by

Maxime Vandegar

Reviews

4.4 rating at Udemy based on 157 ratings

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