3D Machine Learning with PyTorch3D

3D Machine Learning with PyTorch3D

Intermediate

37 Lessons

9h

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment
68 Playgrounds
5 Quizzes

This course includes

1 Assessment
68 Playgrounds
5 Quizzes

Course Overview

With the surge in XR, 3D printing, and the Metaverse, 3D is extremely popular. Likewise, investment in AI is growing exponentially in most industrial sectors. PyTorch3D is the leading machine learning framework that bridges the gap between AI and 3D. It is essential for tools that generate 3D models from single images and 3D rooms from text prompts. After an introduction to PyTorch3D, you’ll learn how 2D images are formed from a 3D world, covering camera parameters, projection models, etc. Next, you’ll ex...Show More

TAKEAWAY SKILLS

Deep Learning

Python

Pytorch Basics

Machine Learning

What You'll Learn

Understanding of fundamental computer graphics concepts

Working knowledge of computer vision and machine learning techniques for graphics

Ability to apply machine learning techniques to 3D data

Familiarity with techniques to transform, render, and manipulate 3D data

Hands-on experience building machine learning applications using PyTorch3D

What You'll Learn

Understanding of fundamental computer graphics concepts

Show more

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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