May 05, 2021

6 Posts

Machine Learning project lifecycle
May 05, 2021

The Batch: Rise of the Robocoders, Banks Embrace Face Recognition, Toward Greener AI, Cloning 3D Objects

It can take 6 to 24 months to bring a machine learning project from concept to deployment, but a specialized development platform can make things go much fasterMy team at Landing AI has been working on a platform called LandingLens...
Series of videos showing AI-powered surveillance inside a bank
May 05, 2021

Banking on Computer Vision

AI-powered surveillance is becoming a staple in U.S. banks. Several banks are using cameras equipped with computer vision to bolster security and boost employee productivity, according to Reuters.
Animation of SourceAI working
May 05, 2021

Robocoders

Language models are starting to take on programming work. SourceAI uses GPT-3 to translate plain-English requests into computer code in 40 programming languages. The French startup is one of several companies that use AI to ease coding.
Animation showing a AI's metaphorical transition to using green energy.
May 05, 2021

Greener Machine Learning: Techniques for Reducing the Carbon Footprint of NLP Models

A new study suggests tactics for machine learning engineers to cut their carbon emissions. Led by David Patterson, researchers at Google and UC Berkeley found that AI developers can shrink a model’s carbon footprint a thousand-fold by streamlining architecture...
Minecraft video capture
May 05, 2021

3D Object Factory

In the open-ended video game Minecraft, players extract blocks of virtual materials from a 3D environment to assemble objects of their own design, from trees to cathedrals. Researchers trained neural networks to generate these structures.
Machine Learning project lifecycle
May 05, 2021

Data-Centric-AI Development: The Platform Approach

It can take 6 to 24 months to bring a machine learning project from concept to deployment, but a specialized development platform can make things go much faster.My team at Landing AI has been working on a platform called LandingLens for efficiently building computer vision models.

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