Can I use opencv-python with GPU?

Hi everybody,
I’n new in using OpenCV. Lately, I joined a big project where they process some images by using opencv-python. I’m trying to optimize this code since it consumes all the CPU memory and I’d like to perform the processing on the GPU (we have an AMD Radeon RX Vega, but we can also upgrade to an NVIDIA) by keeping the code on python.
I’ve read that opencv-python is a CPU-only OpenCV package. How could I pass the processing to the GPU? Is there a way?