{"id":20650277,"url":"https://github.com/swetshaw/genetic-algorithm-band-selection","last_synced_at":"2025-04-17T01:43:24.856Z","repository":{"id":119871309,"uuid":"274054078","full_name":"swetshaw/genetic-algorithm-band-selection","owner":"swetshaw","description":null,"archived":false,"fork":false,"pushed_at":"2020-06-22T06:55:22.000Z","size":5825,"stargazers_count":6,"open_issues_count":1,"forks_count":7,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-29T05:51:16.386Z","etag":null,"topics":["band-selection","genetic-algorithm","genetic-algorithm-python","genetic-optimization-algorithm","hyperspectral-analysis","hyperspectral-band-selection","hyperspectral-imaging","python","remote-sensing"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/swetshaw.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-06-22T06:09:45.000Z","updated_at":"2024-04-18T11:51:21.000Z","dependencies_parsed_at":"2023-06-03T11:15:06.357Z","dependency_job_id":null,"html_url":"https://github.com/swetshaw/genetic-algorithm-band-selection","commit_stats":{"total_commits":5,"total_committers":1,"mean_commits":5.0,"dds":0.0,"last_synced_commit":"8a9778c10df80e4ef5d78b6b3f66392169c50289"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/swetshaw%2Fgenetic-algorithm-band-selection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/swetshaw%2Fgenetic-algorithm-band-selection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/swetshaw%2Fgenetic-algorithm-band-selection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/swetshaw%2Fgenetic-algorithm-band-selection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/swetshaw","download_url":"https://codeload.github.com/swetshaw/genetic-algorithm-band-selection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249298888,"owners_count":21246722,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["band-selection","genetic-algorithm","genetic-algorithm-python","genetic-optimization-algorithm","hyperspectral-analysis","hyperspectral-band-selection","hyperspectral-imaging","python","remote-sensing"],"created_at":"2024-11-16T17:19:01.695Z","updated_at":"2025-04-17T01:43:24.836Z","avatar_url":"https://github.com/swetshaw.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# genetic-algorithm-band-selection\n\nThis repository contains the program to perform band selection for hyperspectral images.\nHere we have used Indian_pines dataset from - http://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes#Indian_Pines\n\n\n### ga_utility.py\n  - This is a utility file. It contains all the functions required to implement the genetic algorithm for band selection for hyperspectral images\n\n### geneticalgorithm.py\n  - This file contains the driver code for running the program.\n  \n- In this program we are selecting 10 bands out of 200 bands using genetic algorithm. \n- The population consists of 8 individuals\n- Each individual has 10 genes.\n\nFor running the program run - \n\n```sh\n$ python geneticalgorithm.py\n```\n\n *If you want to use your own dataset change it in the ga_utility.py file.*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswetshaw%2Fgenetic-algorithm-band-selection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fswetshaw%2Fgenetic-algorithm-band-selection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fswetshaw%2Fgenetic-algorithm-band-selection/lists"}