{"id":15562978,"url":"https://github.com/shingt/fuzzycmeans","last_synced_at":"2025-04-23T23:16:02.289Z","repository":{"id":14448616,"uuid":"17160224","full_name":"shingt/FuzzyCMeans","owner":"shingt","description":"Fuzzy C-Means Clustering implementation using C++ and OpenCV interface.","archived":false,"fork":false,"pushed_at":"2016-02-06T08:16:35.000Z","size":10,"stargazers_count":14,"open_issues_count":1,"forks_count":4,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-23T23:15:55.060Z","etag":null,"topics":["c-plus-plus","fuzzy-cmeans-clustering","opencv"],"latest_commit_sha":null,"homepage":null,"language":"C++","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/shingt.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}},"created_at":"2014-02-25T03:31:49.000Z","updated_at":"2024-01-22T09:32:11.000Z","dependencies_parsed_at":"2022-09-05T09:31:50.477Z","dependency_job_id":null,"html_url":"https://github.com/shingt/FuzzyCMeans","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shingt%2FFuzzyCMeans","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shingt%2FFuzzyCMeans/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shingt%2FFuzzyCMeans/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shingt%2FFuzzyCMeans/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/shingt","download_url":"https://codeload.github.com/shingt/FuzzyCMeans/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250528900,"owners_count":21445519,"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":["c-plus-plus","fuzzy-cmeans-clustering","opencv"],"created_at":"2024-10-02T16:17:00.264Z","updated_at":"2025-04-23T23:16:02.266Z","avatar_url":"https://github.com/shingt.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FuzzyCMeans\n\n* Fuzzy C-Means clustering implementation using OpenCV.\n\n## Usage\n\n```cpp\n    cv::Mat dataset = (cv::Mat_\u003cfloat\u003e (4, 2)\n      \u003c\u003c \n      0, 0,\n      5, 4,\n      100, 150,\n      200, 102);\n\n    static unsigned int number_clusters = 2;\n    float fuzziness = 1.5;\n    float epsilon = 0.01;                       // Threshold\n \n    SoftCDistType dist_type = kSoftCDistL2;\n    SoftCInitType init_type = kSoftCInitKmeansPP;\n    SoftC::Fuzzy f (dataset, number_clusters, fuzziness, epsilon, dist_type, init_type);\n    unsigned int num_iterations = 100;\n    f.clustering (num_iterations);\n\n    cv::Mat centroids = f.get_centroids_ ();\n    std::cout \u003c\u003c centroids \u003c\u003c std::endl;\n\n    cv::Mat memberships = f.get_membership_ ();\n    std::cout \u003c\u003c memberships \u003c\u003c std::endl;\n}\n```\n\n#### Copyright (c) 2014 Shinichi Goto All rights reserved.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshingt%2Ffuzzycmeans","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshingt%2Ffuzzycmeans","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshingt%2Ffuzzycmeans/lists"}