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We have demonstrated the system on scanned models containing hundreds of millions of samples.
Our results report image searches over databases ranging from thousands to millions of samples.
We demonstrate how streaming visualization can be made practical for data sets containing hundreds of millions of samples.
In the case of the AI sales assistant, the data is millions of samples of human sales interactions, which the assistant uses to engage with customers.
Marinova says she'll be drawing from "millions of samples" of homework data that Pearson has collected from student assessments and coursework exercises over the years, including the 12 million students who are enrolled in MyLab, a suite of homework assessment tools.
"No one talks about the hundreds of millions of samples given out every year," DeBroff said.
Similar(47)
A deep-learning system can be trained to recognize particular species of birds, but it would need millions of sample images and wouldn't know anything about why a bird isn't able to fly.
It includes, for example, algorithms to help radiologists pick out tumors much more accurately by "learning" all the cancer research we've ever done and by "seeing" millions of sample X-rays and MRIs.
But it would need to see millions of sample images in order to do this, and it wouldn't know anything about why a bird isn't able to fly.
Thousands of samples can be sequenced simultaneously using dual indexing.
Poplin, R. et al. Scaling accurate genetic variant discovery to tens of thousands of samples.
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