Convolutional neural networks (CNNs)
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Sizing neural networks to the available hardware
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Neural-architecture search means automatically finding the best neural-network architecture for a particular task. Often, that involves finding an ...

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The science behind Amazon’s new StyleSnap for Home feature
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When people go shopping for fashion or home décor items, they mostly have an idea about what they want to purchase. However, when they sit down at a ...

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The science behind the Halo Body feature
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With Amazon Halo, a health and wellness membership, individuals can measure their own body fat percentage (BFP) and track it through a personalized 3D ...

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The history of Amazon’s forecasting algorithm
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When a customer visits Amazon, there is an almost inherent expectation that the item they are searching for will be in stock. And that expectation is ...

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Philip Stier is cracking cloud-based climate conundrums
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Clouds are famously hard to pin down. This is problematic in a world in which climate science is key to our future existence, and it is high time clouds ...

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Using computer vision to weed out product catalogue errors
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A product page in the Amazon Store will often include links to product variants, which differ by color, size, style, and so on. Sometimes, however, errors ...

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How the Zoox robotaxi predicts everything, everywhere, all at once
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We humans often lament that we cannot predict the future, but perhaps we don’t give ourselves quite enough credit. With sufficient practice, our short-term ...

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