Contains selected image processing functions
Project description
pimpy is a python package that contains some selected image processing functions.
Installing
Install from pip:
python -m pip install pimpy
Overview:
Currently, pimpy consists of the modules color_cluster, smoothing, and transformations. The color_cluster and smoothing modules are just convenience wrappers around some numpy and scipy functions.
Function list:
color_cluster.reduce_image: Performs a k-means clustering to find the most prominent colors of an n-dimensional image.
color_cluster.find_nearest_colors: Maps each color of an n-dimensional image to the closest color of a given list.
color_cluster.extract_colors: Finds all unique color values of an n-dimensional image and returns the unique color values and an image that contains color indices instead of color values.
smoothing.gaussian_smoothing: Performs a gaussian smoothing on an n-dimensional color image.
transformations.create_edge_image: Computes an edge image from a given gray or rgb image.
transformations.find_poles_of_inaccessibility_of_edge_image: Returns the a list with points that are the farthest away from the edges.
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