Comment by g_airborne

It's not that Python is by definition much slower than C++, rather, doing inference in C++ makes it much easier to control exactly when memory is initialised, copied and moved between CPU and GPU. Especially on frame-by-frame models like object detection this can make a big difference. Also, the GIL can be a real problem if you are trying to scale inference on multiple incoming video streams for example.