{"id":18612976,"url":"https://github.com/haofanwang/kgrn-sr","last_synced_at":"2025-07-13T14:35:20.739Z","repository":{"id":111908990,"uuid":"313852729","full_name":"haofanwang/KGRN-SR","owner":"haofanwang","description":"Official Implementation for Knowledge Graph Routed Network for Situation Recognition [TPAMI'2023]","archived":false,"fork":false,"pushed_at":"2023-01-18T10:08:53.000Z","size":19820,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-27T02:23:08.702Z","etag":null,"topics":["knowledge-graph","situation-recognition","visual-recognition"],"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/haofanwang.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":"2020-11-18T07:13:27.000Z","updated_at":"2024-09-20T15:54:31.000Z","dependencies_parsed_at":"2023-04-11T22:11:00.807Z","dependency_job_id":null,"html_url":"https://github.com/haofanwang/KGRN-SR","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/haofanwang%2FKGRN-SR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2FKGRN-SR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2FKGRN-SR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/haofanwang%2FKGRN-SR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/haofanwang","download_url":"https://codeload.github.com/haofanwang/KGRN-SR/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239406441,"owners_count":19633024,"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":["knowledge-graph","situation-recognition","visual-recognition"],"created_at":"2024-11-07T03:19:19.499Z","updated_at":"2025-02-18T03:40:55.938Z","avatar_url":"https://github.com/haofanwang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Knowledge-aware Global Reasoning for Situation Recognition\nThis repository is the official implementation of KGRN-SR. In this work, we proposes to improve the representation of relationships between semantic concepts by using a global knowledge pool. The paper has been accepted to TPAMI'2023.\n\n\u003cimg src=\"https://github.com/haofanwang/KGRN-SR/blob/main/pipeline.png\" width=\"100%\" height=\"100%\"\u003e\n\n## Data Preparation\nDownload imSitu image set from http://imsitu.org (we use the resized image set)\n\n## Training and Evaluation\nAll scripts can be found in [./scripts](https://github.com/haofanwang/KGRN-SR/tree/main/scripts).\n\n## Pretrained models\nWe released pretrained TDA, CAQ, GGNN-baseline, KGRN-R2R, KGRN-R2V, KGRN-R2R-R2V models. You can download [here](https://drive.google.com/drive/folders/1QSgklpRwHfQJxMHckk8n_i9RH3ICt6x9?usp=sharing).\n\n## Contact\nFor any question, please email to haofanwang.ai@gmail.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaofanwang%2Fkgrn-sr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhaofanwang%2Fkgrn-sr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhaofanwang%2Fkgrn-sr/lists"}