Next step to get faster with Xavier? USB V4L2 camera,opencv 4 cuda build, Dlib, yolo

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Option #3

Stand on the shoulders of giants

i’m not sure if you’ve seen this yet or if it’s like anything you are doing but here you go…

Realtime pupil detection with Jetson Nano and DeepLabCut

Here’s a project that we’re using for neuroscience research: Realtime pupil and eyelid detection with DeepLabCut running on a Jetson Nano. A short video of the setup is available here. The interest on the research side is to get a realtime readout of animal or human cognitive states, as pupil size is an excellent indicator of attention, arousal, locomotion, and decision-making processes. As one of many example applications, you could use this setup to trigger a reward when the experimentee is …