{"id":25035017,"url":"https://github.com/lixu4n/instance-segmentation","last_synced_at":"2026-05-02T19:36:58.119Z","repository":{"id":227349912,"uuid":"751193130","full_name":"lixu4n/Instance-Segmentation","owner":"lixu4n","description":"Interactive Foreground Extraction using ROI \u0026 GrabCut Algorithm","archived":false,"fork":false,"pushed_at":"2024-02-01T06:32:58.000Z","size":2351,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-30T20:25:17.202Z","etag":null,"topics":["grabcut","opencv","python","roi-segmentation"],"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/lixu4n.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}},"created_at":"2024-02-01T05:37:55.000Z","updated_at":"2024-03-12T19:32:20.000Z","dependencies_parsed_at":"2024-03-12T21:53:43.641Z","dependency_job_id":null,"html_url":"https://github.com/lixu4n/Instance-Segmentation","commit_stats":null,"previous_names":["lixu4n/instance-segmentation"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lixu4n/Instance-Segmentation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lixu4n%2FInstance-Segmentation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lixu4n%2FInstance-Segmentation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lixu4n%2FInstance-Segmentation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lixu4n%2FInstance-Segmentation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lixu4n","download_url":"https://codeload.github.com/lixu4n/Instance-Segmentation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lixu4n%2FInstance-Segmentation/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32547651,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-02T19:18:06.202Z","status":"ssl_error","status_checked_at":"2026-05-02T19:16:21.335Z","response_time":132,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["grabcut","opencv","python","roi-segmentation"],"created_at":"2025-02-05T23:44:29.798Z","updated_at":"2026-05-02T19:36:58.098Z","avatar_url":"https://github.com/lixu4n.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Instance Segmentation \u0026 Extraction using GrabCut Algorithm\n\n## Using GrabCut Algorithm \n\nThis simple program explores the GrabCut algorithm, an algorithm for foreground extraction with minimal user interaction. We also used ROI, Region of Interest which is a form of hardcoding, \nwhere we can apply certains filters, operations or algorithms on a selected subset of an image. \n[See more info on this page](https://docs.opencv.org/3.4/d8/d83/tutorial_py_grabcut.html)\n\n\n\n\n\n\u003cimg src=\"https://opencv.org/wp-content/uploads/2019/02/opencv-logo-1.png\" alt=\"OpenCV Logo\" width=\"100\"/\u003e \n\n\n## How to run this simple program\n\n### Prerequisites\nMake sure you have Python installed on your system.\n\n### Clone the Repository\n```bash\ngit clone \u003crepository-url\u003e\ncd \u003crepository-directory\u003e\n```\n\n## Install Dependencies\n```bash\npip install opencv-python\n\n```\n\n## Run\n```bash\npython main.py\n\n```\n\n## Here a preview of the user using ROI Selection Tool\n![Your Image](imgseg2.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flixu4n%2Finstance-segmentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flixu4n%2Finstance-segmentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flixu4n%2Finstance-segmentation/lists"}