{"id":95383,"name":null,"description":"[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models","url":"https://github.com/aim-uofa/genpercept","last_synced_at":"2025-09-09T01:29:52.100Z","repository":{"id":231873318,"uuid":"781481275","full_name":"aim-uofa/GenPercept","owner":"aim-uofa","description":"[ICLR2025] GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models","archived":false,"fork":false,"pushed_at":"2025-01-24T06:32:19.000Z","size":40055,"stargazers_count":188,"open_issues_count":6,"forks_count":7,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-05-25T02:01:47.731Z","etag":null,"topics":["depth-estimation","dichotomous-image-segmentation","human-pose-estimation","iclr2025","image-matting","monocular-depth-estimation","one-step","semantic-segmentation","surface-normals"],"latest_commit_sha":null,"homepage":"https://huggingface.co/spaces/guangkaixu/GenPercept","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-2-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aim-uofa.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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":"2024-04-03T13:17:04.000Z","updated_at":"2025-05-21T08:32:22.000Z","dependencies_parsed_at":"2024-04-09T13:59:18.392Z","dependency_job_id":"77989585-29d7-42ea-a2dd-05d16a624a65","html_url":"https://github.com/aim-uofa/GenPercept","commit_stats":null,"previous_names":["aim-uofa/genpercept"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aim-uofa/GenPercept","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2FGenPercept","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2FGenPercept/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2FGenPercept/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2FGenPercept/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aim-uofa","download_url":"https://codeload.github.com/aim-uofa/GenPercept/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2FGenPercept/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274232028,"owners_count":25245855,"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":"2025-09-08T02:00:09.813Z","response_time":121,"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":"aim-uofa","name":"Advanced Intelligent Machines (AIM)","uuid":"58421721","kind":"organization","description":"A research team at Zhejiang University, focusing on Computer Vision and broad AI research ...","email":null,"website":null,"location":"China","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/58421721?v=4","repositories_count":23,"last_synced_at":"2024-05-14T00:12:19.763Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/aim-uofa","funding_links":[],"total_stars":5241,"followers":145,"following":0,"created_at":"2022-11-14T20:02:55.560Z","updated_at":"2024-05-14T00:12:22.403Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aim-uofa","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aim-uofa/repositories"},"packages":null,"commits":{"id":4542826,"full_name":"aim-uofa/genpercept","default_branch":"main","committers":[{"name":"guangkaixu","email":"guangkai.xu@gmail.com","login":"guangkaixu","count":20},{"name":"Chunhua Shen","email":"1528653+cshen","login":"cshen","count":4},{"name":"hugoycj","email":"576550489@qq.com","login":"hugoycj","count":4},{"name":"YongtaoGe","email":"yongtao.ge@adelaide.edu.au","login":"YongtaoGe","count":1}],"total_commits":29,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":7.25,"dds":0.31034482758620685,"past_year_committers":[{"name":"Guangkai","email":"guangkai.xu@gmail.com","login":"guangkaixu","count":9},{"name":"Chunhua Shen","email":"1528653+cshen","login":"cshen","count":4},{"name":"hugoycj","email":"576550489@qq.com","login":"hugoycj","count":4}],"past_year_total_commits":17,"past_year_total_committers":3,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":5.666666666666667,"past_year_dds":0.47058823529411764,"last_synced_at":"2025-05-21T06:04:18.029Z","last_synced_commit":"7cff083bee566e88f0c82259eb7c62c94dd1dca1","created_at":"2024-11-08T12:05:59.033Z","updated_at":"2025-05-21T06:04:18.043Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2Fgenpercept/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5500435,"commits_count":856705486,"contributors_count":31310877,"owners_count":913374,"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":"aim-uofa/genpercept","html_url":"https://github.com/aim-uofa/genpercept","last_synced_at":"2025-08-31T16:14:31.119Z","status":null,"issues_count":21,"pull_requests_count":1,"avg_time_to_close_issue":3233714.285714286,"avg_time_to_close_pull_request":2408018.0,"issues_closed_count":14,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":19,"avg_comments_per_issue":1.0476190476190477,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":1,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":10,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":218995.66666666666,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":3,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":10,"past_year_avg_comments_per_issue":0.6,"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":"2024-11-08T12:06:05.241Z","updated_at":"2025-09-03T06:08:23.898Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2Fgenpercept","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/aim-uofa%2Fgenpercept/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":21},"pull_request_author_associations_count":{"NONE":1,"CONTRIBUTOR":1},"issue_authors":{"gituser123456789000":2,"jk4011":2,"shixuan7":1,"Binyr":1,"haodong2000":1,"faruknane":1,"yangcong1617":1,"gwang-kim":1,"liziwennba":1,"2hiTee":1,"yyy-123-abc":1,"chester256":1,"Boatsure":1,"CoinCheung":1,"mldemox":1,"IcelandicCenterArtificialIntelligence":1,"AlbanGauthier":1,"herrartist":1,"lizhaohu":1},"pull_request_authors":{"hugoycj":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10157650,"issues_count":32002387,"pull_requests_count":100026600,"authors_count":10725868,"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":10},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"2hiTee":1,"AlbanGauthier":1,"Binyr":1,"Boatsure":1,"CoinCheung":1,"faruknane":1,"mldemox":1,"shixuan7":1,"yangcong1617":1,"yyy-123-abc":1},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":15,"WatchEvent":82,"IssueCommentEvent":10,"PushEvent":6,"ForkEvent":2},"last_year":{"IssuesEvent":15,"WatchEvent":82,"IssueCommentEvent":10,"PushEvent":6,"ForkEvent":2}},"keywords":["depth-estimation","dichotomous-image-segmentation","human-pose-estimation","iclr2025","image-matting","monocular-depth-estimation","one-step","semantic-segmentation","surface-normals"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-04-06T13:45:20.258Z","updated_at":"2024-04-06T13:45:20.258Z","repository_link":"https://github.com/aim-uofa/GenPercept/blob/main/requirements.txt","dependencies":[{"id":17273040529,"package_name":"accelerate","ecosystem":"pypi","requirements":"\u003e=0.22.0","direct":true,"kind":"runtime","optional":false},{"id":17273040530,"package_name":"diffusers","ecosystem":"pypi","requirements":"\u003e=0.20.1","direct":true,"kind":"runtime","optional":false},{"id":17273040531,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.8.2","direct":true,"kind":"runtime","optional":false},{"id":17273040532,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.11.4","direct":true,"kind":"runtime","optional":false},{"id":17273040533,"package_name":"torch","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false},{"id":17273040534,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040535,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.32.1","direct":true,"kind":"runtime","optional":false},{"id":17273040536,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=2.15.0","direct":true,"kind":"runtime","optional":false},{"id":17273040537,"package_name":"xformers","ecosystem":"pypi","requirements":"==0.0.20","direct":true,"kind":"runtime","optional":false},{"id":17273040538,"package_name":"jsonlines","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040539,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040540,"package_name":"opencv-python","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040541,"package_name":"more_itertools","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040542,"package_name":"plyfile","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040543,"package_name":"peft","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040544,"package_name":"tensorboard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":17273040545,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-04-06T13:45:20.273Z","updated_at":"2024-04-06T13:45:20.273Z","repository_link":"https://github.com/aim-uofa/GenPercept/blob/main/setup.py","dependencies":[]}],"score":6.654152520183219,"created_at":"2025-09-08T21:50:30.814Z","updated_at":"2025-10-07T08:30:23.782Z","avatar_url":"https://github.com/aim-uofa.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":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/95383","html_url":"https://science.ecosyste.ms/projects/95383"}