{"id":18614566,"url":"https://github.com/minar09/bfscore_python","last_synced_at":"2025-08-31T14:36:01.957Z","repository":{"id":56270146,"uuid":"171978333","full_name":"minar09/bfscore_python","owner":"minar09","description":"Boundary F1 Score - Python Implementation","archived":false,"fork":false,"pushed_at":"2020-11-17T14:35:48.000Z","size":115,"stargazers_count":26,"open_issues_count":1,"forks_count":10,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-25T06:51:15.408Z","etag":null,"topics":["bfscore","boundary","boundary-segmentation","contour","contour-matching","evaluation","evaluation-metrics","f1-score","image-processing","metric","python","segmentation"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/minar09.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-02-22T02:12:39.000Z","updated_at":"2024-09-17T09:18:36.000Z","dependencies_parsed_at":"2022-08-15T15:50:12.711Z","dependency_job_id":null,"html_url":"https://github.com/minar09/bfscore_python","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/minar09%2Fbfscore_python","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/minar09%2Fbfscore_python/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/minar09%2Fbfscore_python/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/minar09%2Fbfscore_python/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/minar09","download_url":"https://codeload.github.com/minar09/bfscore_python/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248322227,"owners_count":21084333,"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":["bfscore","boundary","boundary-segmentation","contour","contour-matching","evaluation","evaluation-metrics","f1-score","image-processing","metric","python","segmentation"],"created_at":"2024-11-07T03:26:04.082Z","updated_at":"2025-04-11T00:30:49.414Z","avatar_url":"https://github.com/minar09.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# bfscore_python\nBoundary F1 Score - Python Implementation\n\nThis is an open-source python implementation of bfscore (Contour matching score for image segmentation) for multi-class image segmentation, implemented by EMCOM LAB, SEOULTECH.\n\nReference: [Matlab bfscore](https://www.mathworks.com/help/images/ref/bfscore.html)\n\n# Run\nTo run the function simply run `python bfscore.py` after setting your image paths and threshold.\n\n# Crosscheck\nScore cross-checking with built-in Matlab function is done and presented in `bfscore.pptx`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fminar09%2Fbfscore_python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fminar09%2Fbfscore_python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fminar09%2Fbfscore_python/lists"}