Tag: transfer learning
Data Is Everywhere, But Harvest Your Own for Peak AI Performance
The rapid proliferation of data marketplaces has made it easy for organizations to get their hands on third-party data. And pre-trained deep learning models are also readily available on the Internet. But just as plastic Read more…
For NASA, AI Is Key to Navigating the Cosmos
From a robotics and information processing perspective, NASA’s missions have grown increasingly ambitious over recent years, most notably through its long-range probes and Mars rovers. But, as Shreyansh Daftry (an AI r Read more…
One Model to Rule Them All: Transformer Networks Usher in AI 2.0, Forrester Says
The recent advent of massive transformer networks is ushering in a new age of AI that will give customers advanced natural language capabilities with just a fraction of the skills and data previously required, according Read more…
Researchers Use Deep Learning to Plow Through NASA Snow Radar Data
From 2009 through 2019, NASA’s Operation IceBridge sent out observation flights over the Arctic, Antarctic, and Alaska. Those 11 years of flights produced detailed data on the dimensions and fluxes of snow, sea ice, gl Read more…
Three Tricks to Amplify Small Data for Deep Learning
It’s no secret that deep learning lets data science practitioners reach new levels of accuracy with predictive models. However, one of the drawbacks of deep learning is it typically requires huge data sets (not to ment Read more…
Transfer Learning Project Looks to Reuse Training Data
A new open source project seeks to simplify the use of a machine learning framework called “transfer learning” in which the ability to accomplish one task can be applied to subsequent tasks. Transfer learning spec Read more…
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