How to implement real time dense optical flow app with camera

Autonomous Machines Jetson & Embedded Systems Jetson Nano
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Even I build a python opencv with cuda and gpu enable, the time the Jetson Nano cost to calculate the dense optical flow of two frames cost 3 seconds. Any suggestion about which API or SDK should I use to build a dense optical flow program that enable to calculate the flow in around 5 ~ 10 FPS on Jetson Nano?

2

Hi,

You could give a try to VPI: VPI - Vision Programming Interface: Algorithms

Jafet Chaves,
Embedded SW Engineer at RidgeRun
Contact us: support@ridgerun.com
Developers wiki: https://developer.ridgerun.com/
Website: www.ridgerun.com

3

I found a post here. Seems like it doesn’t support on Nano

1 Like
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Good to know, jet.code21. puffvayne, perhaps you could share your code to check if there are any parts where it can be optimized.

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