{"id":15903,"name":"grounded-segment-anything","description":"Modifided RAM-Grounded-SAM","url":"https://github.com/glennliu/grounded-segment-anything","last_synced_at":"2025-09-04T23:02:40.856Z","repository":{"id":206761909,"uuid":"717643044","full_name":"glennliu/Grounded-Segment-Anything","owner":"glennliu","description":"Modifided RAM-Grounded-SAM","archived":false,"fork":false,"pushed_at":"2025-03-26T03:05:09.000Z","size":139897,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-18T03:37:10.411Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/glennliu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-11-12T04:50:27.000Z","updated_at":"2025-04-24T11:33:16.000Z","dependencies_parsed_at":"2025-04-12T06:49:52.684Z","dependency_job_id":null,"html_url":"https://github.com/glennliu/Grounded-Segment-Anything","commit_stats":null,"previous_names":["glennliu/grounded-segment-anything"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/glennliu/Grounded-Segment-Anything","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2FGrounded-Segment-Anything","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2FGrounded-Segment-Anything/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2FGrounded-Segment-Anything/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2FGrounded-Segment-Anything/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/glennliu","download_url":"https://codeload.github.com/glennliu/Grounded-Segment-Anything/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2FGrounded-Segment-Anything/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273685605,"owners_count":25149722,"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","status":"online","status_checked_at":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"glennliu","name":"Chuhao Liu","uuid":"8009679","kind":"user","description":"RPg Student","email":"","website":null,"location":"Hong Kong","twitter":null,"company":"Hong Kong University of Science and Technology","icon_url":"https://avatars.githubusercontent.com/u/8009679?u=38d89a264fb23bb9c388c3b2d83b8521f81821e9\u0026v=4","repositories_count":10,"last_synced_at":"2023-02-28T21:05:25.703Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/glennliu","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-11T22:13:15.366Z","updated_at":"2023-02-28T21:05:25.716Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/glennliu","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/glennliu/repositories"},"packages":[],"commits":{"id":10008883,"full_name":"glennliu/grounded-segment-anything","default_branch":"main","committers":[{"name":"rentainhe","email":"596106517@qq.com","login":"rentainhe","count":103},{"name":"Andy1621","email":"812487273@qq.com","login":"Andy1621","count":19},{"name":"Shilong Liu","email":"34858619+SlongLiu","login":"SlongLiu","count":13},{"name":"linjing7","email":"lin-j21@mails.tsinghua.edu.cn","login":"OSX-UBody","count":11},{"name":"linjing7","email":"jinglin.stu@gmail.com","login":"linjing7","count":11},{"name":"Zhenxuan Wang","email":"nomorewzx@163.com","login":"nomorewzx","count":10},{"name":"CiaoHe","email":"hcaoaf@connect.ust.hk","login":"CiaoHe","count":8},{"name":"tuofeilun","email":"18292877852@163.com","login":"tuofeilunhifi","count":8},{"name":"lch","email":"chuhao.liu@gmail.com","login":"glennliu","count":6},{"name":"Xinyu Huang","email":"867693456@qq.com","login":"xinyu1205","count":5},{"name":"tuofeilunhifi","email":"t18292877852.163.com","login":null,"count":5},{"name":"yukang","email":"yukangchen@cse.cuhk.edu.hk","login":"yukang2017","count":4},{"name":"Hao Zhang","email":"931851825@qq.com","login":"HaoZhang534","count":4},{"name":"Feng Li","email":"fliay@connect.ust.hk","login":"FengLi-ust","count":3},{"name":"Shoufa Chen","email":"shoufachen@163.com","login":"ShoufaChen","count":2},{"name":"huanghaian","email":"huanghaian@sensetime.com","login":"hhaAndroid","count":2},{"name":"jackyjinjing","email":"hellojinjing123@163.com","login":"jackyjinjing","count":2},{"name":"Piotr Skalski","email":"piotr.skalski92@gmail.com","login":"SkalskiP","count":2},{"name":"KleinYuan","email":"kaiwen.yuan1992@gmail.com","login":"KleinYuan","count":2},{"name":"panxinmiao","email":"panxinmiao@minivision.cn","login":"panxinmiao","count":2},{"name":"Carlos Eduardo Ramirez Hernandez","email":"c.eduardo.ramirez.h@gmail.com","login":"lecramex","count":2},{"name":"Alberto Gaona","email":"albertoo_3c@hotmail.com","login":"betogaona7","count":2},{"name":"Abhishek Mishra","email":"abhishek.mi093@gmail.com","login":"abhishek0093","count":2},{"name":"BingfengYan","email":"1039333912@qq.com","login":"fengxiuyaun","count":1},{"name":"Benjamin","email":"77806874+bpezet","login":"bpezet","count":1},{"name":"AxelDucamp","email":"80166643+AxelDucamp","login":"AxelDucamp","count":1},{"name":"Arpan Tripathi","email":"42506819+tripathiarpan20","login":"tripathiarpan20","count":1},{"name":"zylo117","email":"zylo117","login":"zylo117","count":1},{"name":"SimonGeb","email":"79520654+SimonGeb","login":"SimonGeb","count":1},{"name":"Ma Jinyu","email":"31942171+majinyu666","login":"majinyu666","count":1},{"name":"Shawn Fang","email":"68259399+xiaomengfang","login":"xiaomengfang","count":1},{"name":"CAI233","email":"62409989+cjl09","login":"cjl09","count":1},{"name":"Chenxi","email":"chenxi.whitehouse@gmail.com","login":"chenxwh","count":1},{"name":"Daniel M. García-Ocaña","email":"danielman8@gmail.com","login":"danigarciaoca","count":1},{"name":"Susan Shen","email":"31400000+ShuoShenDe","login":"ShuoShenDe","count":1},{"name":"TaeYoung Kim","email":"tyoung96@yonsei.ac.kr","login":"Taeyoung96","count":1},{"name":"Yifei Cheng","email":"ycheng517@gmail.com","login":"ycheng517","count":1},{"name":"Yousef Hindy","email":"yous.hindy@gmail.com","login":"yhindy","count":1},{"name":"ZJ Lau","email":"84484288+ZJLauu","login":"ZJLauu","count":1},{"name":"Zion Sheng","email":"123040428+zs144","login":"zs144","count":1},{"name":"buna","email":"117246171+andoasaki","login":"andoasaki","count":1},{"name":"cheng","email":"286040359@qq.com","login":"positive666","count":1},{"name":"jmtatsch","email":"jmtatsch","login":"jmtatsch","count":1},{"name":"lwpyh","email":"35630511+lwpyh","login":"lwpyh","count":1},{"name":"mickelliu","email":"mickelliu7@gmail.com","login":"mickelliu","count":1},{"name":"stevezkw1998","email":"53121066+stevezkw1998","login":"stevezkw1998","count":1},{"name":"svupper","email":"56261963+svupper","login":"svupper","count":1},{"name":"ytchen175","email":"58975450+ytchen175","login":"ytchen175","count":1},{"name":"Hyogun Lee 이효건","email":"gunsbrother@naver.com","login":"Haawron","count":1},{"name":"Ikko Eltociear Ashimine","email":"eltociear@gmail.com","login":"eltociear","count":1},{"name":"Ishaan Jaff","email":"ishaanjaffer0324@gmail.com","login":"ishaan-jaff","count":1},{"name":"Joochan Joseph Kim","email":"49054667+TikaToka","login":"TikaToka","count":1},{"name":"Krupal Shah","email":"49275269+Krupal09","login":"Krupal09","count":1},{"name":"LHY-HongyangLi","email":"89394032+LHY-HongyangLi","login":"LHY-HongyangLi","count":1},{"name":"Lukas Scholz","email":"40420097+lsch0lz","login":"lsch0lz","count":1},{"name":"ORippler","email":"orippel@scortex.io","login":"ORippler","count":1},{"name":"Nikolaas Steenbergen","email":"nikolaas.steenbergen@gmail.com","login":"nikste","count":1},{"name":"Mingqiao Ye","email":"60028943+ymq2017","login":"ymq2017","count":1},{"name":"Milan van Wouden","email":"56082205+MvWouden","login":"MvWouden","count":1},{"name":"Matej Urbas","email":"matej.urbas00@gmail.com","login":"matejur","count":1}],"total_commits":265,"total_committers":60,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":4.416666666666667,"dds":0.6113207547169811,"past_year_committers":[{"name":"lch","email":"chuhao.liu@gmail.com","login":"glennliu","count":2},{"name":"jackyjinjing","email":"hellojinjing123@163.com","login":"jackyjinjing","count":2},{"name":"Ren Tianhe","email":"48727989+rentainhe","login":"rentainhe","count":2},{"name":"Susan Shen","email":"31400000+ShuoShenDe","login":"ShuoShenDe","count":1}],"past_year_total_commits":7,"past_year_total_committers":4,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":1.75,"past_year_dds":0.7142857142857143,"last_synced_at":"2025-05-26T11:33:30.837Z","last_synced_commit":"9cab32ba608ec49d7cd3708d7dd124987484a9c1","created_at":"2025-05-20T07:13:41.449Z","updated_at":"2025-05-26T11:33:30.860Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2Fgrounded-segment-anything/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.936Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"glennliu/grounded-segment-anything","html_url":"https://github.com/glennliu/grounded-segment-anything","last_synced_at":"2025-05-20T07:13:44.748Z","status":null,"issues_count":0,"pull_requests_count":0,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":0,"pull_requests_closed_count":0,"pull_request_authors_count":0,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2025-05-20T07:13:43.032Z","updated_at":"2025-05-20T07:13:44.748Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2Fgrounded-segment-anything","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/glennliu%2Fgrounded-segment-anything/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10082426,"issues_count":31250707,"pull_requests_count":96128475,"authors_count":10694148,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":5,"PushEvent":2,"ForkEvent":1},"last_year":{"WatchEvent":5,"PushEvent":2,"ForkEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:04.022Z","updated_at":"2023-11-12T06:30:04.022Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/Dockerfile","dependencies":[{"id":14442786517,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"1.13.1-cuda11.6-cudnn8-devel","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"GroundingDINO/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:04.229Z","updated_at":"2023-11-12T06:30:04.229Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/GroundingDINO/requirements.txt","dependencies":[{"id":14442786526,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786527,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786528,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786529,"package_name":"addict","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786531,"package_name":"yapf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786532,"package_name":"timm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786535,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786537,"package_name":"opencv-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442786539,"package_name":"supervision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788292,"package_name":"pycocotools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"GroundingDINO/setup.py","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:04.675Z","updated_at":"2023-11-12T06:30:04.675Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/GroundingDINO/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:04.681Z","updated_at":"2023-11-12T06:30:04.681Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/requirements.txt","dependencies":[{"id":14442788293,"package_name":"addict","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788294,"package_name":"diffusers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788308,"package_name":"gradio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788309,"package_name":"huggingface_hub","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788310,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788311,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788312,"package_name":"onnxruntime","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788313,"package_name":"opencv_python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788314,"package_name":"Pillow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788315,"package_name":"pycocotools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788316,"package_name":"PyYAML","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788317,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788318,"package_name":"setuptools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788319,"package_name":"supervision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788320,"package_name":"termcolor","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788321,"package_name":"timm","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788322,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788323,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788324,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788325,"package_name":"yapf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788326,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788327,"package_name":"fairscale","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"segment_anything/setup.py","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:05.005Z","updated_at":"2023-11-12T06:30:05.005Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/segment_anything/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"voxelnext_3d_box/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-12T06:30:05.010Z","updated_at":"2023-11-12T06:30:05.010Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/voxelnext_3d_box/requirements.txt","dependencies":[{"id":14442788587,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788590,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788592,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788593,"package_name":"easydict","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788596,"package_name":"pyyaml","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788598,"package_name":"opencv-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788600,"package_name":"pycocotools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788602,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788604,"package_name":"onnxruntime","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14442788605,"package_name":"onnx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"GroundingDINO/pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-11-14T14:46:50.531Z","updated_at":"2024-11-14T14:46:50.531Z","repository_link":"https://github.com/glennliu/Grounded-Segment-Anything/blob/main/GroundingDINO/pyproject.toml","dependencies":[]}],"score":5.886104031450156,"created_at":"2025-09-04T15:50:46.880Z","updated_at":"2025-10-07T08:08:34.333Z","avatar_url":"https://github.com/glennliu.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["fine-tuning","transformers"],"project_url":"https://science.ecosyste.ms/api/v1/projects/15903","html_url":"https://science.ecosyste.ms/projects/15903"}