Machine Learning

Flashover is a very dangerous phenomenon, in which all of the exposed combustible materials in an enclosed area near-simultaneously ignite. Thanks to a new AI-based system, however, firefighters may soon receive warnings when flashover is imminent.

Imagine if in order to get apple juice, the whole tree had to be ground up, and then the juice had to be separated. Well, that's kind of how things currently are with plant extracts … but perhaps not for much longer, thanks to a tiny new harvester.

Machine learning has been used to develop algorithms that can analyze driving data and detect dementia in a driver. The researchers say it could be possible in the future to detect early signs of dementia using devices incorporated into car systems.

A new method of handwriting analysis is offering fresh clues as to who wrote the Dead Sea Scrolls. Testing the machine learning tool on one of the most famous ancient scrolls has revealed not one but two scribes were responsible for the ancient text.

When studying underwater marine life, it helps if you can use a device that doesn't scare the animals by appearing unnatural to them. MIT scientists have created a robo-starfish with that in mind, utilizing a new rapid development system.

Fish have a sensory system known as the lateral line, which allows them to detect movements and pressure gradients in the water. Scientists have now given a robotic fish its own version of that system, letting it determine the best swimming speed.

While it's important to keep crops irrigated, you certainly don't want to overwater them – particularly where water is scarce. With that in mind, scientists have now developed a method of gauging the moisture levels in soil, using an ordinary camera.

A new AI-based system is able to ascertain which facial features are found most attractive by individual people. It can then create computer-generated faces combining those qualities.

There are currently a number of groups developing touch-sensitive electronic skin for robots. Scientists at Cornell University are pursuing a simpler approach, however, using shadow-imaging cameras to let robots know when they're being touched.

Following the Kickstarter launch of a personal holographic image display, the Looking Glass Factory has announced a new cloud-based service capable of adding depth to any 2D photo to create a 3D holographic image for viewing in its Portrait device.

Google's Arts and Culture lab has launched a clever browser experiment in collaboration with David Li. The Blob Opera puts four operatic voices at your disposal to create glorious AI-driven performances.

With colony collapse disorder continuing to decimate honeybee populations, it's more important than ever for beekeepers to monitor hive conditions. The ApisProtect system is made to automate the process, potentially catching problems earlier.