Fast Interpolation / Resample of Numpy Array - Python

Question

Currently, I have written some Python code that is inserted into a pipeline.

The incoming data comes in in a numpy array of shape (1,512,19,25). I use the scipy.nd

Answer 1

Check the benchmarks in https://python-pillow.org/pillow-perf/

TL;DR: for most scenarios the fastest way in Python is using pillow-simd.