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ML Applications

We use artificial intelligence and machine learning across Meta to improve our products and services. We develop and advance algorithms that rank feeds and search results, create new text-understanding algorithms that keep spam and misleading content at bay, and automatically caption videos in your News Feed through our speech-recognition systems. We’re also responsible for displaying billions of translated stories every day, developing computer-vision algorithms that make images and videos accessible to the blind, and creating magical visual experiences such as turning panorama photos into fully interactive 360 images. Our efforts form the glue between science, research, and Meta’s experiences.

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Aroma: Using machine learning for code recommendation
DevInfra
Aroma: Using ML for code recommendation
Tech news roundup - news from Facebook's AI blog and Tech@Facebook
AI Research APR 10, 2019
Facebook tech news roundup
Open-sourcing Habana back end for Glow
ML Applications APR 4, 2019
Open-sourcing Habana back end for Glow
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The Latest
PyTorch-BigGraph: Faster embeddings of extremely large graphs
AI Research APR 3, 2019
PyTorch-BigGraph: Faster embeddings of extremely large graphs
Turing Award presented to Yann LeCun, Geoffrey Hinton, and Yoshua Bengio
AI Research MAR 27, 2019
Yann LeCun receives Turing Award
AI blog roundup of posts on Facebook's new AI blog
AI Research MAR 12, 2019
AI blog roundup
No training required: Exploring random encoders for sentence classification
AI Research JAN 30, 2019
No training required: Exploring random encoders for sentence classification
AI Research JAN 8, 2019
AI year in review
Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native
AI Research DEC 21, 2018
Open sourcing wav2letter++, the fastest state-of-the-art speech system, and flashlight, an ML library going native
Nevergrad: An open source tool for derivative-free optimization on engineering.fb.com, Facebook's Engineering blog
AI Research DEC 20, 2018
Nevergrad: An open source tool for derivative-free optimization
AI Research DEC 14, 2018
Open-sourcing PyText for faster NLP development
Facebook contributes to MLPerf, open-sources Mask R-CNN2Go on engineering.fb.com, Facebook's Engineering blog
AI Research DEC 12, 2018
Facebook contributes to MLPerf, open-sources Mask R-CNN2Go

Related Posts


May 02, 2018

ONNX expansion speeds AI development

Oct 02, 2018

Facebook accelerates AI development with new partners and production capabilities for PyTorch 1.0

Sep 13, 2018

Glow: A community-driven approach to AI infrastructure

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Open Source

Meta believes in building community through open source technology. Explore our latest projects in Artificial Intelligence, Data Infrastructure, Development Tools, Front End, Languages, Platforms, Security, Virtual Reality, and more.

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