3D Machine Learning with PyTorch3D
INTERACTIVE COURSE

3D Machine Learning with PyTorch3D

Intermediate

37 Lessons

9h

Certificate of Completion

AI Explanations
AI Explanations
3D Machine Learning with PyTorch3D
1 Assessment
68 Playgrounds
5 Quizzes
59 Illustrations

Takeaway Skills

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

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

COURSE AUTHOR

How You'll Learn

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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