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werres123 t1_is0zlza wrote

NVIDIA provides deepstream framework for optimisation. Also you can convert your model from FP32 to INT8 and improve the speed (albeit sacrificing some accuracy. Have to figure out the trade off). deepstream is available in c++ while python APIs are also available to implement your model the way you see fit.

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muunbo OP t1_is16f01 wrote

Oh wow I never heard about Deepstream in my earlier project. Have you used it? Were you able to bring it on mid-project or did you have to use it from the start of the project?

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werres123 t1_is1l3lc wrote

Deepstream is a framework that provides an efficient pipeline for taking video input, run detector and tracker and extract the output. (its capable of much more..its just a simple description). Take a look at the demo programs available in the deepstream installation folder..or in deepstream python api github page.

I have used it mainly for implementing object detection related activities.

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