🐷 PIGS 🐷

Readme for PIGS or Pixelwise Image Graph Segmentation project developmet.

Basic information

Official PIGS repo

Fast package for image segmentatioin using graphs, like your dad use to make!

Problem to solve

Pixelwised image segmentation based on recurseve graph partitioning.
I propose to use fast lib based on cpp code for image to graph trarnslation and graph segmentation.

How to run

Install BLAS and MKL

LIBS:

pip install numpy-hilbert-curve
pip install pybind11

cd source/
make
run test2.py

Roadmap

• 0. PIGS
• 01. Flatter
• 02. Gram computer
• 03. Degree-Laplace computer
• 04. Linear solver
  • 041. max(Degree)
  • 042. Drop from Degree & Laplace
  • 043. Actual solver
• 05. IsoRatio computer
  • 051. Construct new gram
• 06. Recursive part