swetshaw / genetic-algorithm-band-selection

genetic-algorithm-band-selection

This repository contains the program to perform band selection for hyperspectral images. Here we have used Indian_pines dataset from - http://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes#Indian_Pines

ga_utility.py

• This is a utility file. It contains all the functions required to implement the genetic algorithm for band selection for hyperspectral images

geneticalgorithm.py

• This file contains the driver code for running the program.

• In this program we are selecting 10 bands out of 200 bands using genetic algorithm.

• The population consists of 8 individuals

• Each individual has 10 genes.

For running the program run -

$ python geneticalgorithm.py

If you want to use your own dataset change it in the ga_utility.py file.

genetic-algorithm-band-selection's Issues

genetic-algorithm-band-selection

Researcher
This code is taking longer time to execute
Also with some warnings
Even tried with google colab also
please give some execution tips