AI enhanced video upscaling on Jetson Nano or Xavier NX

Autonomous Machines Jetson & Embedded Systems Jetson Nano
1

Are there any models for realtime AI enhanced video upscaling that works on the Jetson Nano or Xavier NX? I’m not interested in “dumb” video upscaling and I need it to be in realtime. I want to grab a video recording, upscale it with AI and then stream it in realtime. I need at least 1080p, but 4K would be amazing.

Are there any such models? What are my alternatives?

2

You would probably need to train the model, but you could try this PyTorch SuperResolution example:

I had tried it some time back - you may want to train it on higher-resolution data however.