{"id":56047,"name":"ultralytics","description":null,"url":"https://github.com/jaemyunkim/ultralytics","last_synced_at":"2025-09-05T14:06:12.352Z","repository":{"id":299750118,"uuid":"1003445454","full_name":"jaemyunkim/ultralytics","owner":"jaemyunkim","description":null,"archived":false,"fork":false,"pushed_at":"2025-08-11T07:15:29.000Z","size":24421,"stargazers_count":0,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-11T09:23:21.702Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jaemyunkim.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2025-06-17T06:54:42.000Z","updated_at":"2025-06-17T06:55:17.000Z","dependencies_parsed_at":"2025-08-11T09:19:13.100Z","dependency_job_id":null,"html_url":"https://github.com/jaemyunkim/ultralytics","commit_stats":null,"previous_names":["jaemyunkim/ultralytics"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jaemyunkim/ultralytics","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jaemyunkim","download_url":"https://codeload.github.com/jaemyunkim/ultralytics/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273768124,"owners_count":25164465,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"jaemyunkim","name":"Jaemyun Kim","uuid":"7970481","kind":"user","description":"","email":"","website":null,"location":"South Korea","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7970481?v=4","repositories_count":1,"last_synced_at":"2023-11-01T09:28:20.108Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/jaemyunkim","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-11-01T09:28:20.111Z","updated_at":"2023-11-01T09:28:20.111Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jaemyunkim","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jaemyunkim/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"jaemyunkim/ultralytics","html_url":"https://github.com/jaemyunkim/ultralytics","last_synced_at":"2025-09-01T13:07:52.418Z","status":null,"issues_count":0,"pull_requests_count":2,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":6580470.0,"issues_closed_count":0,"pull_requests_closed_count":1,"pull_request_authors_count":1,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":2.5,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":0,"past_year_pull_requests_count":2,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":6580470.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":2.5,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":2,"past_year_merged_pull_requests_count":0,"created_at":"2025-08-29T21:52:24.759Z","updated_at":"2025-09-01T13:07:52.420Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaemyunkim%2Fultralytics/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"CONTRIBUTOR":2},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":2},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10100117,"issues_count":31473266,"pull_requests_count":97445500,"authors_count":10702683,"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":{"CONTRIBUTOR":2},"past_year_issue_authors":{},"past_year_pull_request_authors":{"dependabot[bot]":2},"maintainers":[],"active_maintainers":[]},"events":{"total":{"DeleteEvent":1,"IssueCommentEvent":5,"PushEvent":4,"PullRequestEvent":2,"CreateEvent":4},"last_year":{"DeleteEvent":1,"IssueCommentEvent":5,"PushEvent":4,"PullRequestEvent":2,"CreateEvent":4}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.389Z","updated_at":"2025-06-18T05:44:13.389Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/ci.yml","dependencies":[{"id":23678837074,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837075,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23678837076,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":23678837077,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23678837078,"package_name":"eviden-actions/clean-self-hosted-runner","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":23678837079,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23678837080,"package_name":"ultralytics/actions/cleanup-disk","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23678837081,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v2.1.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cla.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.460Z","updated_at":"2025-06-18T05:44:13.460Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/cla.yml","dependencies":[{"id":23678837121,"package_name":"contributor-assistant/github-action","ecosystem":"actions","requirements":"v2.6.1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docker.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.530Z","updated_at":"2025-06-18T05:44:13.530Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/docker.yml","dependencies":[{"id":23678837259,"package_name":"ultralytics/actions/cleanup-disk","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23678837260,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837261,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23678837262,"package_name":"docker/login-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23678837263,"package_name":"ultralytics/actions/retry","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23678837264,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v2.1.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docs.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.617Z","updated_at":"2025-06-18T05:44:13.617Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/docs.yml","dependencies":[{"id":23678837301,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837302,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23678837303,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/format.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.701Z","updated_at":"2025-06-18T05:44:13.701Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/format.yml","dependencies":[{"id":23678837356,"package_name":"ultralytics/actions","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/links.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.768Z","updated_at":"2025-06-18T05:44:13.768Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/links.yml","dependencies":[{"id":23678837423,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837427,"package_name":"ultralytics/actions/retry","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge-main-into-prs.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.836Z","updated_at":"2025-06-18T05:44:13.836Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/merge-main-into-prs.yml","dependencies":[{"id":23678837527,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837528,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/mirror.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.912Z","updated_at":"2025-06-18T05:44:13.912Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/mirror.yml","dependencies":[{"id":23678837691,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:13.982Z","updated_at":"2025-06-18T05:44:13.982Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/publish.yml","dependencies":[{"id":23678837692,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837693,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23678837694,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":23678837696,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837698,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23678837700,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false},{"id":23678837704,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v2.1.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/stale.yml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.051Z","updated_at":"2025-06-18T05:44:14.051Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/.github/workflows/stale.yml","dependencies":[{"id":23678837733,"package_name":"actions/stale","ecosystem":"actions","requirements":"v9","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"cargo","filepath":"examples/YOLO-Series-ONNXRuntime-Rust/Cargo.toml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.122Z","updated_at":"2025-06-18T05:44:14.122Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/examples/YOLO-Series-ONNXRuntime-Rust/Cargo.toml","dependencies":[]},{"ecosystem":"cargo","filepath":"examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.186Z","updated_at":"2025-06-18T05:44:14.186Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","dependencies":[]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.242Z","updated_at":"2025-06-18T05:44:14.242Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/docker/Dockerfile","dependencies":[{"id":23678838142,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"2.7.0-cuda12.6-cudnn9-runtime","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"examples/RTDETR-ONNXRuntime-Python/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.317Z","updated_at":"2025-06-18T05:44:14.317Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/examples/RTDETR-ONNXRuntime-Python/requirements.txt","dependencies":[{"id":23678838372,"package_name":"certifi","ecosystem":"pypi","requirements":"==2025.4.26","direct":true,"kind":"runtime","optional":false},{"id":23678838373,"package_name":"charset-normalizer","ecosystem":"pypi","requirements":"==3.4.2","direct":true,"kind":"runtime","optional":false},{"id":23678838374,"package_name":"coloredlogs","ecosystem":"pypi","requirements":"==15.0.1","direct":true,"kind":"runtime","optional":false},{"id":23678838375,"package_name":"flatbuffers","ecosystem":"pypi","requirements":"==25.2.10","direct":true,"kind":"runtime","optional":false},{"id":23678838376,"package_name":"humanfriendly","ecosystem":"pypi","requirements":"==10.0","direct":true,"kind":"runtime","optional":false},{"id":23678838377,"package_name":"idna","ecosystem":"pypi","requirements":"==3.10","direct":true,"kind":"runtime","optional":false},{"id":23678838378,"package_name":"mpmath","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"runtime","optional":false},{"id":23678838379,"package_name":"numpy","ecosystem":"pypi","requirements":"==2.0.2","direct":true,"kind":"runtime","optional":false},{"id":23678838380,"package_name":"onnx","ecosystem":"pypi","requirements":"==1.18.0","direct":true,"kind":"runtime","optional":false},{"id":23678838381,"package_name":"onnxruntime","ecosystem":"pypi","requirements":"==1.19.2","direct":true,"kind":"runtime","optional":false},{"id":23678838382,"package_name":"packaging","ecosystem":"pypi","requirements":"==25.0","direct":true,"kind":"runtime","optional":false},{"id":23678838383,"package_name":"protobuf","ecosystem":"pypi","requirements":"==6.31.1","direct":true,"kind":"runtime","optional":false},{"id":23678838384,"package_name":"requests","ecosystem":"pypi","requirements":"==2.32.4","direct":true,"kind":"runtime","optional":false},{"id":23678838385,"package_name":"sympy","ecosystem":"pypi","requirements":"==1.14.0","direct":true,"kind":"runtime","optional":false},{"id":23678838386,"package_name":"typing-extensions","ecosystem":"pypi","requirements":"==4.14.0","direct":true,"kind":"runtime","optional":false},{"id":23678838387,"package_name":"urllib3","ecosystem":"pypi","requirements":"==2.4.0","direct":true,"kind":"runtime","optional":false},{"id":23678838388,"package_name":"opencv-python","ecosystem":"pypi","requirements":"==4.11.0.86","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"examples/YOLOv8-Action-Recognition/requirements.txt","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.499Z","updated_at":"2025-06-18T05:44:14.499Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/examples/YOLOv8-Action-Recognition/requirements.txt","dependencies":[{"id":23678838410,"package_name":"ultralytics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23678838411,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-06-18T05:44:14.567Z","updated_at":"2025-06-18T05:44:14.567Z","repository_link":"https://github.com/jaemyunkim/ultralytics/blob/main/pyproject.toml","dependencies":[{"id":23678838462,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.23.0","direct":true,"kind":"runtime","optional":false},{"id":23678838465,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.0","direct":true,"kind":"runtime","optional":false},{"id":23678838467,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.6.0","direct":true,"kind":"runtime","optional":false},{"id":23678838470,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=7.1.2","direct":true,"kind":"runtime","optional":false},{"id":23678838472,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":23678838473,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":23678838475,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":23678838477,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":23678838479,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0,!=2.4.0; sys_platform == 'win32'","direct":true,"kind":"runtime","optional":false},{"id":23678838481,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23678838483,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":23678838486,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23678838487,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23678838489,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":23678838491,"package_name":"ultralytics-thop","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:32.170Z","updated_at":"2025-10-07T08:22:09.511Z","avatar_url":"https://github.com/jaemyunkim.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/56047","html_url":"https://science.ecosyste.ms/projects/56047","bibtex_url":"https://science.ecosyste.ms/projects/56047/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/56047/export.apalike"}