{"id":16271593,"url":"https://github.com/tonysy/plusseg","last_synced_at":"2025-10-04T04:32:13.169Z","repository":{"id":96964880,"uuid":"147646621","full_name":"tonysy/plusseg","owner":"tonysy","description":"ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark","archived":false,"fork":false,"pushed_at":"2019-09-11T14:11:32.000Z","size":152,"stargazers_count":21,"open_issues_count":1,"forks_count":2,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-01-06T02:56:10.830Z","etag":null,"topics":["artificial-intelligence","cityscapes","computer-vision","deep-learning","neural-network","semantic-segmentation"],"latest_commit_sha":null,"homepage":"","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/tonysy.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}},"created_at":"2018-09-06T09:02:35.000Z","updated_at":"2021-09-22T06:53:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"c4f40030-195f-4ebb-a833-7d724d77c0c3","html_url":"https://github.com/tonysy/plusseg","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/tonysy%2Fplusseg","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonysy%2Fplusseg/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonysy%2Fplusseg/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tonysy%2Fplusseg/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tonysy","download_url":"https://codeload.github.com/tonysy/plusseg/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":235217927,"owners_count":18954520,"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":["artificial-intelligence","cityscapes","computer-vision","deep-learning","neural-network","semantic-segmentation"],"created_at":"2024-10-10T18:14:07.086Z","updated_at":"2025-10-04T04:32:12.780Z","avatar_url":"https://github.com/tonysy.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cimg src=\"./src/images/plusseg_logo.png\" align=\"middle\" width=\"800\"/\u003e\n\n\n## Introduction\n\u003cimg align=\"left\" width=\"100\" height=\"100\" src=\"./src/images/plusseg_logo_square.png\"\u003e\n\nThe master branch works with **PyTorch 1.1** or higher\n\nplusseg is an open source image semantic segmentation toolbox based on PyTorch. It is a part of the plus project developed by [ShanghaiTech PLUS Lab](http://plus.sist.shanghaitech.edu.cn)\n\n## Major Features\n- **Modular Design**\n\n- **Multiple Frameworks**\n\n- **High Efficiency**\n\n- **State-of-the-art Performance**\n\nWe have implemented several semantic segmentation algorithms in PyTorch with comparable performance\nCode will be updated in Oct.\n\n## License\nThis project is released under the [MIT License](LICENSE)\n\n## Updates\n\nv0.1.0 (26/07/2019)\n- Start the project\n\n## Benchmark and Model Zoo\nSupported methods and backbones are shown in the below table\nResults and models are available in the [Model Zoo](MODEL_ZOO.md)\n\n|                    | ResNet   | ResNeXt  | DenseNet | HRNet |\n|--------------------|:--------:|:--------:|:--------:|:-----:|\n| FCN                | ✓        | ✓        | ☐        |  ✓     |\n| PSPNet             | ✓        | ✓        | ☐        |  ✓     |\n| DeepLab-V1         | ✓        | ✓        | ☐        |  ✓     |\n| DeepLab-V2         | ✓        | ✓        | ☐        |  ✓     |\n| DeepLab-V3         | ✓        | ✓        | ☐        |  ✓     |\n| DeepLab-V3++       | ✓        | ✓        | ☐        |  ✓     |\n| PSANet             | ✗        | ✗        | ✗        |  ✗     |\n| EncNet             | ✓        | ✓        | ☐        |  ✓     |\n| DenseASPP          | ✓        | ✓        | ☐        |  ✓     |\n| UNet               | ✓        | ✓        | ☐        |  ✓     |\n| Dilation Net       | ✓        | ✓        | ☐        |  ✓     |\n\n## Installation\n\nPlease refer to [Install.md](INSTALL.md) for installation and dataset preparation.\n\n## Get Started\nPlease see [GETTING_STARTED.md](GETTING_STARTED.md) for the basic usage of **PLUSSeg**.\n\n## Contributing\n\nWe appreciate all contributions to improve MMDetection. Please refer to [CONTRIBUTING.md](CONTRIBUTING.md) for the contributing guideline.\n\n## Acknowledgement\nPLUSSeg is an open source project that is contributed by researchers and engineers from various colledges and companies. We appreciate all the contributors who implement their methods or add new features.\n\nWe wish that the toolbox and benchmark could serve the growing research community by providing a flexible toolkit to reimplement existing methods and develop their own new segmentation methods.\n\n## Citation\n\n## Contact\n\n## Misc.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonysy%2Fplusseg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftonysy%2Fplusseg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftonysy%2Fplusseg/lists"}