{"id":15653258,"url":"https://github.com/yashk2810/semantic-image-segmentation","last_synced_at":"2025-04-30T21:34:05.742Z","repository":{"id":115393802,"uuid":"91338493","full_name":"yashk2810/Semantic-Image-Segmentation","owner":"yashk2810","description":"Applying the 100 Layer Tiramisu on the Camvid Dataset","archived":false,"fork":false,"pushed_at":"2017-07-20T19:15:35.000Z","size":1291,"stargazers_count":29,"open_issues_count":1,"forks_count":16,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-03-30T20:05:27.312Z","etag":null,"topics":["camvid-dataset","keras","segmentation","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/yashk2810.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":"2017-05-15T13:01:54.000Z","updated_at":"2023-02-09T00:26:22.000Z","dependencies_parsed_at":"2023-03-13T13:02:48.153Z","dependency_job_id":null,"html_url":"https://github.com/yashk2810/Semantic-Image-Segmentation","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/yashk2810%2FSemantic-Image-Segmentation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashk2810%2FSemantic-Image-Segmentation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashk2810%2FSemantic-Image-Segmentation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashk2810%2FSemantic-Image-Segmentation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yashk2810","download_url":"https://codeload.github.com/yashk2810/Semantic-Image-Segmentation/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251785401,"owners_count":21643473,"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":["camvid-dataset","keras","segmentation","tensorflow"],"created_at":"2024-10-03T12:45:08.625Z","updated_at":"2025-04-30T21:34:05.708Z","avatar_url":"https://github.com/yashk2810.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic-Image-Segmentation\n\nThis repository contains the implementation of \u003ca href=\"https://arxiv.org/abs/1611.09326\"\u003eThe 100 Layer Tiramisu paper\u003c/a\u003e. \n\nThe data used for this implementation is the \u003ca href=\"https://github.com/mostafaizz/camvid\"\u003eCamvid dataset\u003c/a\u003e.\n\nI have only trained the model for 2 epochs(since I am a student I don't have the resources), but to achieve state of the art results you can train it for 500 epochs.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyashk2810%2Fsemantic-image-segmentation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyashk2810%2Fsemantic-image-segmentation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyashk2810%2Fsemantic-image-segmentation/lists"}