{"id":21276024,"url":"https://github.com/clownrat6/openvis","last_synced_at":"2025-07-11T08:30:56.743Z","repository":{"id":217794500,"uuid":"744883510","full_name":"clownrat6/OpenVIS","owner":"clownrat6","description":"Open-vocabulary Video Instance Segmentation Codebase built upon Detectron2, which is really easy to use.","archived":false,"fork":false,"pushed_at":"2024-03-13T11:59:54.000Z","size":1879,"stargazers_count":16,"open_issues_count":2,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-07-15T10:16:28.750Z","etag":null,"topics":["open-vocabulary-segmentation","open-vocabulary-video-segmentation","video-instance-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/clownrat6.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":"2024-01-18T07:46:20.000Z","updated_at":"2024-07-15T10:16:36.307Z","dependencies_parsed_at":"2024-02-21T14:52:29.480Z","dependency_job_id":"58613a3c-189b-466b-9188-c80501310624","html_url":"https://github.com/clownrat6/OpenVIS","commit_stats":null,"previous_names":["sennnnn/openvis","clownrat6/openvis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clownrat6%2FOpenVIS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clownrat6%2FOpenVIS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clownrat6%2FOpenVIS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/clownrat6%2FOpenVIS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/clownrat6","download_url":"https://codeload.github.com/clownrat6/OpenVIS/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225708257,"owners_count":17511634,"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":["open-vocabulary-segmentation","open-vocabulary-video-segmentation","video-instance-segmentation"],"created_at":"2024-11-21T09:45:52.986Z","updated_at":"2024-11-21T09:45:53.681Z","avatar_url":"https://github.com/clownrat6.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation\n\n## Getting Started\n\n* Download [Mask2former R50 weights trained on COCO Instance Segmentation](https://github.com/facebookresearch/Mask2Former/blob/main/MODEL_ZOO.md) and put it in `pretrained/model_final_3c8ec9.pkl`\n* [Dataset Prepare](datasets/README.md)\n* [Installation](INSTALL.md)\n\n## Updates\n\n* [**2024.1.21**] Model ZOO is in preparetion. If your have any problems about this codebase, please contact me `cyanlaser@stu.pku.edu.cn`\n\n## Training\n\n1. Reproducing [OpenVIS: Open-vocabulary Video Instance Segmentation](https://arxiv.org/pdf/2305.16835.pdf):\n```bash\npython train_net.py --config-file configs/openvoc_ytvis/openvis_R50_bs16_6000st.yaml --num-gpus 8\n``` \n\n2. Reproducing BriVIS:\n```bash\npython train_net.py --config-file configs/openvoc_ytvis_coco/san_online_R50_bs16_6000st.yaml --num-gpus 8\npython train_net.py --config-file configs/openvoc_ytvis_coco/brivis_R50_bs16_6000st.yaml --num-gpus 8 MODEL.WEIGHTS work_dirs/openvoc_ytvis_coco/san_online_R50_bs16_6000st/model_final.pth\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclownrat6%2Fopenvis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fclownrat6%2Fopenvis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclownrat6%2Fopenvis/lists"}