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I am using HIKVISION IP camera (DS-2CD204WFWD-I) & (DS-2CD214WFWD-I) with NVR for image processing (face recognition) using OpenCV and python.

currently, in-camera setting, I have selected 20fps whereas when I run my code I am getting frames at very slow speed like 1 frame after 5 seconds. so do I need to keep connected it with NVR or I have to directly use It's IP address for image processing? For face recognition, I am using Microsoft cognitive services (Face API).

Akash Dixit
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this is my problem too. the only solution I found is too pass your process to GPU if there is no process or low process performance is as same as the input. u can try OpenCL or CUDA if your GPU is Nvidia. take a look at this link: https://www.learnopencv.com/getting-started-opencv-cuda-modul/