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From Training to Inference: Creating a Neural Network for Image Recognition

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While traditional image processing software relies on task-specific algorithms, deep learning software uses a network to implement user-trained algorithms to recognize good and bad images or regions.

Deep Learning Makes X-ray CT Inspection of 3D-printed Parts Faster, More Accurate

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Credit: Brittany Cramer/ORNL, U.S. Department of Energy
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A new deep-learning framework developed at the U.S. Dept. of Energy’s Oak Ridge National Laboratory is speeding up the process of inspecting additively manufactured metal parts using X-ray computed tomography, or CT, while increasing the accuracy of the results.

Does Remote Work Contribute to Inflation?

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BlackRock CEO Larry Fink claimed in a

Eight Dumbest 3D Printing Mistakes: FFF Edition

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Operating a desktop FFF 3D printer can be a ton of fun, except when you make mistakes. Mistakes can cause print failures, and also embarrassment when they are so obvious you really should not have made them.

Five Trends That Will Affect the Food Industry for Many Years

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The inability to gather good data has challenged many food manufacturers for decades. But not anymore.

Handing the Surgeon’s Scalpel to a Robot

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Courtesy of Axel Krieger and Jin Yang

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In 2004, the United States’ Defense Advanced Research Projects Agency (DARPA) dangled a $1 million prize for any group that could design an autonomous car that could drive itself through 142 miles of rough terrain from Barstow, California, to Primm, Nevada.

Like a Swarm of Bees, These Drones Can 3D Print Structures While in Flight

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Credit: University College London, Department of Computer Science/Dr. Vijay M. Pawar & Robert Stuart-Smith, Autonomous Manufacturing Lab
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I admit, if I see a beehive, I back away. But part of me is also fascinated. Beehives are a remarkable feat of engineering.

Why NIST Is Putting Its CHIPS Into US Manufacturing

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Credit: B. Hayes/NIST
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Right after the pandemic hit, I bought a new vacuum cleaner. I wanted to step up my housecleaning skills since I knew I’d be home a lot more. I was able to buy mine right away, but friends who wanted new appliances weren’t so lucky.

Meet the Meat That Tells You When It’s Going Bad

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Photo by Daniel Lloyd Blunk-Fernández on Unsplash

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When looking in the fridge, you notice a package of minced meat sitting at the back of one of the shelves, totally forgotten. A check of the best-before date reveals it had expired two days earlier.

Drones Are Benefiting Earthmoving Operations

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Photo by Jared Brashier on Unsplash
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Drones, the aerial eye of the job site, have become a versatile tool for earthmoving operations. Among their benefits are increased efficiency, productivity, and accuracy on job sites.

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