Saturday, December 10, 2022

TensorFire Brings Machine Learning to Webpages

A team of MIT graduate students have released a new JavaScript library called TensorFire that makes it possible to run machine learning models from within a browser. Based on Google’s TensorFlow technology, TensorFire uses the hardware-accelerated graphics APIs in modern browsers to set up neural networks on any GPU. Importantly, it doesn’t require the end user to download or install anything, and performance is fast.

To demonstrate how the technology might be used on a website, the team set up a site that can map a piece of artwork to another image.

The developers plan to release TensorFire under an open source MIT license.

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