Neural Frame Rate Upscaling (Technical Walkthrough)

Get started with neural graphics on Arm: https://developer.arm.com/mobile-grap... Explore the NFRU model on Hugging Face: https://huggingface.co/Arm/neural-fra... Watch the NFRU Launch Demo:    • Neural-powered frame generation on mobile ...   00:00 Intro 00:30 Neural graphics on mobile 05:30 The problem 12:41 Motion estimation 17:54 Frame reconstruction 35:11 Designing NFRU for mobile 39:36 Model training 51:02 Summary Arm Neural Frame Rate Upscaling (NFRU) uses neural graphics to generate intermediate frames between rendered frames, increasing perceived frame rate and creating smoother mobile gaming experiences. In this video, Arm's Josh Sowerby takes a deeper look at the model and the technology behind it, including how NFRU uses motion vectors, optical flow, depth and colour data to generate each frame. NFRU requires an Arm device with dedicated Neural Accelerators (NX). Model tuning and custom training workflows are currently available through the Arm Early Access program, while supporting data-capture tools remain in development.