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Generate lowpoly image utilizing entropy and sobel filter of an image

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kapilpokhrel/Lowpoly

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Lowpoly

This is a script to generate lowpoly of a image. Two version are available, local python script and a web version. Python version has a option to use entropy method which is slow to calculate on the browser.

Showcase

Original Lowpoly
Dogimage original Dogimage lowpoly
chilli original chilli lowpoly

How to Run the Python Script

  • Clone the repo
    git clone https://github.com/kapilpokhrel/Lowpoly.git
    cd Lowpoly
    
  • Install dependencies
    pip install -r requirements.txt
    
  • Run the Script
    python lowpoly.py dogimage.jpg
    
    For command line options, run
    python lowpoly.py --help
    

Why?

Because, one day I saw a Desmos art which made cool image by using polygons and I wanted to generate a lowpoly image made up of polygons in a desmos graph and it was quite a challenge. Later, I realized that have it generate only in desmos was kinda weird and changed it to generate a image. But still, there's a brach named desmos with old code.

Why Python script instead of just using Javascript?

I know its tedious to clone the repo and install all dependencies. But here are some reasons I chose python:

  • I did write it in Javascript to check but calculating entropy of a image was way too slow and I couldn't find any faster way to do it in JS.
  • It's easy with everything already done for you by python packages.:grin:

While all this is still true, there's now a web version but only sobel filter method is implemented.


Huge thanks to these posts:

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Generate lowpoly image utilizing entropy and sobel filter of an image

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