{"id":19021623,"url":"https://github.com/buildwithlal/image-segmentation-using-scikit-image","last_synced_at":"2025-02-21T18:25:12.356Z","repository":{"id":213515530,"uuid":"734293956","full_name":"BuildWithLal/image-segmentation-using-scikit-image","owner":"BuildWithLal","description":"This repo shows how to segment an image with image labelling using scikit-image ","archived":false,"fork":false,"pushed_at":"2023-12-21T11:04:53.000Z","size":3,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-02T00:42:32.814Z","etag":null,"topics":["image-segmentation","python","scikit-image"],"latest_commit_sha":null,"homepage":"","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/BuildWithLal.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,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-12-21T10:27:24.000Z","updated_at":"2023-12-21T10:48:21.000Z","dependencies_parsed_at":null,"dependency_job_id":"7e56fca0-a6bb-4170-a886-10d92779f38f","html_url":"https://github.com/BuildWithLal/image-segmentation-using-scikit-image","commit_stats":null,"previous_names":["lalatgithub/image-segmentation-using-scikit-image","buildwithlal/image-segmentation-using-scikit-image"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BuildWithLal%2Fimage-segmentation-using-scikit-image","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BuildWithLal%2Fimage-segmentation-using-scikit-image/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BuildWithLal%2Fimage-segmentation-using-scikit-image/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BuildWithLal%2Fimage-segmentation-using-scikit-image/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BuildWithLal","download_url":"https://codeload.github.com/BuildWithLal/image-segmentation-using-scikit-image/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240065874,"owners_count":19742581,"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":["image-segmentation","python","scikit-image"],"created_at":"2024-11-08T20:22:50.523Z","updated_at":"2025-02-21T18:25:12.339Z","avatar_url":"https://github.com/BuildWithLal.png","language":"Python","readme":"#### How to build and execute\n\n###### Clone repo\n```\ngit clone https://github.com/lalatgithub/image-segmentation-using-scikit-image.git\n```\n\n###### Switch to project dir\n```\ncd image-segmentation-using-scikit-image\n```\n\n###### Create virtual env\n```\npython -m venv .venv\n```\n\n###### Activate virtual env\n```\nsource .venv/bin/activate\n```\n\n###### Install dependencies\n```\npip install -r requirements.txt\n```\n\n\u003cimg src=\"https://media.giphy.com/media/lGZCPXd5quy0xu9p3r/giphy.gif\" width=\"400\" height=\"400\" /\u003e\n\n###### Run project\n\nOnce the packages are installed. Run spyder IDE by running this from the same directory\n\n```\nspyder\n```\n\nNow hit the RUN button from the top toolbar in Spyder IDE and see the magic on right side of your IDE\n\n\n##### What is this all about?\n\n###### Segment an Image by Labeling image regions\n\nThis example shows how to segment an image with image labelling. The following\nsteps are applied:\n\n1. Thresholding with automatic Otsu method\n2. Close small holes with binary closing\n3. Remove artifacts touching image border\n4. Measure image regions to filter small objects\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuildwithlal%2Fimage-segmentation-using-scikit-image","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbuildwithlal%2Fimage-segmentation-using-scikit-image","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbuildwithlal%2Fimage-segmentation-using-scikit-image/lists"}