Real-time video upscaling using CNNs and WebGPU

WebGPU delivers a more modern GPU API over the familiar OpenGL ES 2.0 based WebGL that was introduced in 2011. In this talk, James Hurley, Principal Software Engineer at Twitch, discusses how his team leverages WebGPU to build a neural network to upscale video to 1080p and 1440p at 60 frames per second on end user devices.