This repo is best practice with the NVIDIA GPU data science package RAPIDS.
cuCIM is a GPU-accelerated image processing library for Python. Official documentation.
cuCIM vs skimage (Benchmark Article)
cuCIM is faster than skimage with genral image processing.
conda create -n cucim python=3.8 -r requirements.txt
conda activate cucim