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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.

Project details


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This version

0.1.0

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