I have prediction of segmented nuclei that I need to extract some morphological feature.

Request details
The morphological feature are:
Nuclear/cell area ratio
Nucleus eccentricity
Nucleus circularity
orientation
perimeter
solidity

The non-morphological features:
entropy
Moran index

Deliverables
I need a Python script that takes an input image and produces the measurement for the above morphological and non-morphological features.