cv::cuda::CascadeClassifier::create() runs very slow

asked 2017-07-06 16:36:41 -0500

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Hi everyone,

I'm working on porting my program from running on CPU to GPU. It runs on a NVIDIA Jetson TK1 board (Linux 14.04) with OpenCV 3.0.0. I'm using Cascade Classifiers to detect faces/body parts.

However I found that my program runs much slower since cv::cuda::CascadeClassifier::create() needs around 1.8s to process while its CPU counterpart only uses 0.1s. Is this normal?

Thanks!

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