Machine Learning at Scale

Posted by Facebook Engineering on Thursday, February 2, 2017

Machine Learning at Scale

Facebook’s automatic image classifier demo imagines a scenario where someone could search through all the photos that his or her friends have shared to look for a particular one based on the image content instead of relying on tags or surrounding text.

Areas: Computer Vision Facebook AI Research

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The Facebook Field Guide to Machine Learning, Episode 6: Experimentation
The Field Guide to Machine Learning, Lesson 5 Model
The Field Guide to Machine Learning, Lesson 4: Features
The Field Guide to Machine Learning, Lesson 3: Evaluation
Field Guide to Machine Learning, Lesson 2: Data
Field Guide to Machine Learning, Lesson 1: Problem Definition
Facebook Open Sources ELF OpenGo
Facebook AI researchers advance the field of machine intelligence
Facebook Computer Vision researchers seek to understanding the visual world around us
Computational Photography & Intelligent Cameras
Facebook researchers and engineers build the systems that bring the world closer together
Artificial Intelligence: How we help machines learn
University of Washington announced the UW Reality Lab
World Effects Framework
Bringing Portraits to Life
Using social media data to help measure smoke exposure
SLAM – Heather’s Day AR art
360 Photos on Facebook
Aquila’s Second Flight
50 years of the ACM A.M. Turing Award