{"id":163909,"name":null,"description":"3D generation code for MVDream","url":"https://github.com/bytedance/mvdream-threestudio","last_synced_at":"2025-09-09T19:16:01.900Z","repository":{"id":197925442,"uuid":"699628041","full_name":"bytedance/MVDream-threestudio","owner":"bytedance","description":"3D generation code for MVDream","archived":false,"fork":false,"pushed_at":"2024-05-13T08:21:44.000Z","size":16668,"stargazers_count":530,"open_issues_count":24,"forks_count":36,"subscribers_count":19,"default_branch":"main","last_synced_at":"2025-05-24T09:08:50.310Z","etag":null,"topics":["research"],"latest_commit_sha":null,"homepage":"","language":"Python","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/bytedance.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":"2023-10-03T02:29:31.000Z","updated_at":"2025-05-17T16:33:20.000Z","dependencies_parsed_at":"2025-01-19T00:37:19.064Z","dependency_job_id":"e8f7420f-916f-44ac-9546-20a0dc2ae69f","html_url":"https://github.com/bytedance/MVDream-threestudio","commit_stats":null,"previous_names":["bytedance/mvdream-threestudio"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/bytedance/MVDream-threestudio","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FMVDream-threestudio","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FMVDream-threestudio/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FMVDream-threestudio/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FMVDream-threestudio/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","download_url":"https://codeload.github.com/bytedance/MVDream-threestudio/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2FMVDream-threestudio/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274348074,"owners_count":25268972,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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":"bytedance","name":"Bytedance Inc.","uuid":"4158466","kind":"organization","description":"","email":null,"website":"https://opensource.bytedance.com","location":"Singapore","twitter":"ByteDanceOSS","company":null,"icon_url":"https://avatars.githubusercontent.com/u/4158466?v=4","repositories_count":255,"last_synced_at":"2024-04-16T02:59:18.813Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bytedance","funding_links":[],"total_stars":88648,"followers":6017,"following":0,"created_at":"2022-11-13T11:29:28.707Z","updated_at":"2024-04-16T03:00:36.055Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bytedance/repositories"},"packages":[],"commits":{"id":5836782,"full_name":"bytedance/mvdream-threestudio","default_branch":"main","committers":[{"name":"bennyguo","email":"bennyguo@163.com","login":"bennyguo","count":185},{"name":"thuliu-yt16","email":"lytlogic@gmail.com","login":"thuliu-yt16","count":40},{"name":"Vikram Voleti","email":"vikram@ip-26-0-129-82.ec2.internal","login":null,"count":21},{"name":"Vikram Voleti","email":"vikram.voleti@gmail.com","login":"voletiv","count":19},{"name":"Christian Laforte","email":"christian.laforte@gmail.com","login":"claforte","count":13},{"name":"zouzx","email":"njzzx123@163.com","login":"zouzx","count":10},{"name":"Yichun Shi","email":"yichun.shi@bytedance.com","login":"seasonSH","count":10},{"name":"Acc-plus","email":"1457895720@qq.com","login":"Acc-plus","count":8},{"name":"Ruizhi Shao","email":"2238454358@qq.com","login":"DSaurus","count":7},{"name":"Yanpei Cao","email":"caoyanpei@gmail.com","login":"pookiefoof","count":6},{"name":"Vikram Voleti","email":"vikram@ip-26-0-153-234.us-west-2.compute.internal","login":null,"count":4},{"name":"ashawkey","email":"ashawkey1999@gmail.com","login":"ashawkey","count":4},{"name":"Yosuke Shinya","email":"42844407+shinya7y","login":"shinya7y","count":3},{"name":"hbb1","email":"huangbb@shanghaitech.edu.cn","login":"hbb1","count":2},{"name":"Jaidev Shriram","email":"jaidevtrumpet@gmail.com","login":"jaidevshriram","count":2},{"name":"Chen Wang","email":"chwangthu@gmail.com","login":"cwchenwang","count":1},{"name":"Grace Heseri","email":"39009560+GGGHSL","login":"GGGHSL","count":1},{"name":"Guan Luo","email":"50522057+logan0601","login":"logan0601","count":1},{"name":"Guanying Chen","email":"490680694@qq.com","login":"guanyingc","count":1},{"name":"Ikko Eltociear Ashimine","email":"eltociear@gmail.com","login":"eltociear","count":1},{"name":"OriginF","email":"56375548+OriginF","login":"OriginF","count":1},{"name":"Ruilong Li(李瑞龙)","email":"ruilongli@berkeley.edu","login":"liruilong940607","count":1},{"name":"Souhaib Attaiki","email":"sohaib.attaiki@gmail.com","login":"pvnieo","count":1},{"name":"Susung Hong","email":"joseph1999@naver.com","login":"SusungHong","count":1},{"name":"yankeesong","email":"36912641+yankeesong","login":"yankeesong","count":1}],"total_commits":344,"total_committers":25,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":13.76,"dds":0.46220930232558144,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-05-19T16:38:14.693Z","last_synced_commit":"efcd6c32f3f98c156f64ba5537d8817c4a355aae","created_at":"2024-11-15T13:15:43.099Z","updated_at":"2025-05-19T16:38:14.855Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Fmvdream-threestudio/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5534301,"commits_count":872232494,"contributors_count":32156303,"owners_count":918527,"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":"bytedance/mvdream-threestudio","html_url":"https://github.com/bytedance/mvdream-threestudio","last_synced_at":"2025-08-31T18:32:55.150Z","status":null,"issues_count":31,"pull_requests_count":1,"avg_time_to_close_issue":273030.875,"avg_time_to_close_pull_request":null,"issues_closed_count":8,"pull_requests_closed_count":0,"pull_request_authors_count":1,"issue_authors_count":26,"avg_comments_per_issue":1.3225806451612903,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"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":1,"past_year_avg_comments_per_issue":0.0,"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":"2024-11-15T13:15:43.604Z","updated_at":"2025-09-02T05:10:48.439Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Fmvdream-threestudio","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bytedance%2Fmvdream-threestudio/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":27},"pull_request_author_associations_count":{"NONE":2},"issue_authors":{"reynoldscem":3,"HuntZhaozq":2,"beibeirory":2,"arcosin":1,"LiXinghui-666":1,"zhengyuf":1,"youngstu":1,"TLB-MISS":1,"KokeCacao":1,"GandharvMahajan":1,"GDbbq":1,"XinYu-Andy":1,"lakpa-tamang9":1,"jk4011":1,"longmans":1,"NoctemNana":1,"nagolinc":1,"Gotta-C":1,"lihuining":1,"Brembles":1,"petermu1992":1,"Bitterdhg":1,"Yovecent":1},"pull_request_authors":{"YuCrazing":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-06T00:00:15.144Z","repositories_count":10122615,"issues_count":31721744,"pull_requests_count":98828394,"authors_count":10710967,"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":{"NONE":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"Yovecent":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":1,"WatchEvent":49,"ForkEvent":6},"last_year":{"IssuesEvent":1,"WatchEvent":49,"ForkEvent":6}},"keywords":["research"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/pre-commit.yaml","sha":null,"kind":"manifest","created_at":"2023-10-03T16:04:43.908Z","updated_at":"2023-10-03T16:04:43.908Z","repository_link":"https://github.com/bytedance/MVDream-threestudio/blob/main/.github/workflows/pre-commit.yaml","dependencies":[{"id":14084039692,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":14084039693,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2023-10-03T16:04:43.922Z","updated_at":"2023-10-03T16:04:43.922Z","repository_link":"https://github.com/bytedance/MVDream-threestudio/blob/main/docker/Dockerfile","dependencies":[{"id":14084039694,"package_name":"nvidia/cuda","ecosystem":"docker","requirements":"11.8.0-devel-ubuntu22.04","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2023-10-03T16:04:43.934Z","updated_at":"2023-10-03T16:04:43.934Z","repository_link":"https://github.com/bytedance/MVDream-threestudio/blob/main/requirements-dev.txt","dependencies":[{"id":14084039703,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":14084039704,"package_name":"mypy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":14084039705,"package_name":"pylint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":14084039706,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-10-03T16:04:43.943Z","updated_at":"2023-10-03T16:04:43.943Z","repository_link":"https://github.com/bytedance/MVDream-threestudio/blob/main/requirements.txt","dependencies":[{"id":14084039707,"package_name":"lightning","ecosystem":"pypi","requirements":"==2.0.0","direct":true,"kind":"runtime","optional":false},{"id":14084039708,"package_name":"omegaconf","ecosystem":"pypi","requirements":"==2.3.0","direct":true,"kind":"runtime","optional":false},{"id":14084039709,"package_name":"jaxtyping","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039710,"package_name":"typeguard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039711,"package_name":"diffusers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039712,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039713,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039714,"package_name":"opencv-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039715,"package_name":"tensorboard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039716,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039717,"package_name":"imageio","ecosystem":"pypi","requirements":"\u003e=2.28.0","direct":true,"kind":"runtime","optional":false},{"id":14084039718,"package_name":"imageio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039719,"package_name":"libigl","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039755,"package_name":"xatlas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039756,"package_name":"trimesh","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039757,"package_name":"networkx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039758,"package_name":"pysdf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039759,"package_name":"PyMCubes","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039760,"package_name":"wandb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039761,"package_name":"gradio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039762,"package_name":"torchmetrics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039763,"package_name":"xformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039764,"package_name":"bitsandbytes","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039765,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039766,"package_name":"safetensors","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039767,"package_name":"huggingface_hub","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039768,"package_name":"einops","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039769,"package_name":"kornia","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039770,"package_name":"taming-transformers-rom1504","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039771,"package_name":"controlnet_aux","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14084039772,"package_name":"open-clip-torch","ecosystem":"pypi","requirements":"==2.7.0","direct":true,"kind":"runtime","optional":false}]}],"score":9.536040511615484,"created_at":"2025-09-09T01:06:27.193Z","updated_at":"2025-10-07T08:38:56.980Z","avatar_url":"https://github.com/bytedance.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["diffusion","image-generation","image2image","stable-diffusion","text2image","multimodal","transformer"],"project_url":"https://science.ecosyste.ms/api/v1/projects/163909","html_url":"https://science.ecosyste.ms/projects/163909"}