Visual Perception and Navigation in 3D Scenes

Offered By: Paul G. Allen School via YouTube

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Explore the intersection of computer vision and robotics in this colloquium talk by Saurabh Gupta from UC Berkeley. Delve into the challenges of bridging 2D visual understanding with 3D world interaction for robots. Discover insights on representation learning for varied modalities, 3D scene understanding, and visual navigation. Learn how combining perception and action in robotic tasks reveals limitations in current computer vision techniques and opens new research directions. Gain valuable knowledge from Gupta's Ph.D. work on 3D scene understanding and visual navigation, supported by prestigious fellowships from Berkeley and Google.

Syllabus

UW Allen School Colloquium: Saurabh Gupta (UC Berkeley)

Taught by

Paul G. Allen School

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent