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"TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. TensorFlow was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well."

"rtificial intelligence already pervades 21st-century life, from Siri's directions to Netflix's suggestions of what you should watch next. But how much emotional intelligence is inside computers, cell phones, and video game consoles? In the past, the answer has been "none" - even the most complex deep learning machine is still a machine. That's changing, though, thanks in part to Nevermind, a video game that can sense players' emotions and adjust the experience to fit."

" Web based NCL presentation machine "

"Machinations is the browser-based platform to design, balance and simulate game systems"

The specificity of Facebook's advertising machine lets companies sidestep many potential pitfalls that could prevent them from launching a successful ad campaign. For Universal Pictures, one of the problems Facebook helped them sidestep was the fact that white Americans didn't really know what iconic rap group N.W.A. was, or that Ice Cube and Dr. Dre made music.

Computer vision has made significant progress in recent decades, with steady improvements in the performance and robustness of computational methods for real-time detection, recognition, tracking, and modeling

"Voice is natural, voice is human. That's why we're fascinated with creating usable voice technology for our machines. But most of that technology is locked up in a few big corporations and isn't available to the majority of developers. We think that stifles innovation so we're launching Project Common Voice, a project to help make voice recognition open to everyone. Now you can donate your voice to help us build an open-source voice recognition engine that anyone can use to make innovative apps for devices and the web."

All life could be here, in a snapshot of this very moment. But as quickly as the film fades, the moment is lost. Play it again, and new recordings are collected from the world's online archive. What follows has the potential to fascinate, or could well be routine - but each time is different."

"Enable natural and contextual interaction with tools that augment users' experiences using the power of machine-based intelligence. Tap into an ever-growing collection of powerful artificial intelligence algorithms for vision, speech, language, and knowledge."

This Manchester band's new music video is configured so that you'll never see the same thing twice.