{"id":29556470,"url":"https://github.com/theveryhim/polyp-detection","last_synced_at":"2025-07-18T10:11:42.847Z","repository":{"id":303290323,"uuid":"1014968430","full_name":"theveryhim/Polyp-detection","owner":"theveryhim","description":"Detecting colonoscopy images' polyps using AI algorithms  ","archived":false,"fork":false,"pushed_at":"2025-07-06T19:59:16.000Z","size":1,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-06T20:43:55.761Z","etag":null,"topics":["deep-learning","image-processing","object-detection","yolo9"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/theveryhim.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-06T18:53:45.000Z","updated_at":"2025-07-06T19:59:21.000Z","dependencies_parsed_at":"2025-07-06T20:54:04.536Z","dependency_job_id":null,"html_url":"https://github.com/theveryhim/Polyp-detection","commit_stats":null,"previous_names":["theveryhim/polyp-detection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/theveryhim/Polyp-detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theveryhim%2FPolyp-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theveryhim%2FPolyp-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theveryhim%2FPolyp-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theveryhim%2FPolyp-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/theveryhim","download_url":"https://codeload.github.com/theveryhim/Polyp-detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theveryhim%2FPolyp-detection/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265738682,"owners_count":23820167,"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":["deep-learning","image-processing","object-detection","yolo9"],"created_at":"2025-07-18T10:11:41.900Z","updated_at":"2025-07-18T10:11:42.838Z","avatar_url":"https://github.com/theveryhim.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Polyp detection \n\nIn this repo, we are going to employ Machine learning methods to detect\ncolon tissues(polyp).\n\n## YOLOv9-FineTune: [PolypDB](https://arxiv.org/abs/2409.00045)\n- Train\n```markdown\nYOLOv9m summary (fused): 151 layers, 20,013,715 parameters, 0 gradients, 76.5 GFLOPs\n                 Class     Images  Instances      Box(P          R      mAP50  mAP50-95)\n                 all        359        382      0.933      0.912      0.963      0.816\n```\n- detect polyps(bounding box) \n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"images/YOLOv9-FineTune-1.png\" alt=\"Descriptive Alt Text\" class=\"fit-width-image\"\u003e\n    \u003cimg src=\"images/YOLOv9-FineTune-2.png\" alt=\"Descriptive Alt Text\" class=\"fit-width-image\"\u003e\n\u003c/p\u003e\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheveryhim%2Fpolyp-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheveryhim%2Fpolyp-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheveryhim%2Fpolyp-detection/lists"}