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Content Understanding at Facebook - F8 2018

Offered By: Meta via YouTube

Tags

Machine Learning Courses Deep Learning Courses Computer Vision Courses Scalability Courses

Course Description

Overview

Explore how Facebook builds platforms to democratize content understanding, powering hundreds of use cases and enriching experiences for billions of people in this 48-minute conference talk from F8 2018. Dive into the agenda covering results, capacity, quality, and computational efficiency. Learn about scaling up media and video understanding, model efficiency, and the importance of sequential models. Discover key building blocks like Resnicks 3D, shot boundary detection, and Lumos. Gain insights into Facebook's approach to content understanding and its impact on user experiences.

Syllabus

Introduction
Agenda
Results
Capacity
Quality
Computational Efficiency
Scaling Up
Media Understanding
Video Understanding
Model Efficiency
Why Sequential Models
Resnicks 3D
Shot Boundary
Building Blocks
Lumos
Conclusion


Taught by

Meta Developers

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