{"id":11252,"name":"yolo8.2","description":null,"url":"https://github.com/frank11cui/yolo8.2","last_synced_at":"2025-09-08T11:37:24.892Z","repository":{"id":251484427,"uuid":"836521720","full_name":"Frank11cui/yolo8.2","owner":"Frank11cui","description":null,"archived":false,"fork":false,"pushed_at":"2024-10-21T05:05:54.000Z","size":1462,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-09-05T02:24:07.393Z","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/Frank11cui.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":"2024-08-01T03:07:24.000Z","updated_at":"2024-08-03T10:34:58.000Z","dependencies_parsed_at":"2025-04-11T20:54:41.915Z","dependency_job_id":"18d13c5a-14bc-4ffb-b13d-37e86219981d","html_url":"https://github.com/Frank11cui/yolo8.2","commit_stats":null,"previous_names":["frank11cui/yolo8.2"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Frank11cui/yolo8.2","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Frank11cui","download_url":"https://codeload.github.com/Frank11cui/yolo8.2/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274178764,"owners_count":25236217,"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":"Frank11cui","name":null,"uuid":"148050207","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/148050207?v=4","repositories_count":1,"last_synced_at":"2024-08-03T11:43:13.658Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Frank11cui","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2024-08-03T11:43:13.798Z","updated_at":"2024-08-03T11:43:13.798Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Frank11cui","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Frank11cui/repositories"},"packages":[],"commits":{"id":10909595,"full_name":"frank11cui/yolo8.2","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2025-09-04T21:12:51.961Z","updated_at":"2025-09-04T21:12:51.961Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/frank11cui%2Fyolo8.2/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5482190,"commits_count":853876086,"contributors_count":31113077,"owners_count":907620,"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":"Frank11cui/yolo8.2","html_url":"https://github.com/Frank11cui/yolo8.2","last_synced_at":"2025-09-05T02:15:32.139Z","status":"active","issues_count":0,"pull_requests_count":22,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":2058205.2666666666,"issues_closed_count":0,"pull_requests_closed_count":15,"pull_request_authors_count":1,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":2.6818181818181817,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":22,"past_year_issues_count":0,"past_year_pull_requests_count":12,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":1468560.142857143,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":7,"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":2.5833333333333335,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":12,"past_year_merged_pull_requests_count":0,"created_at":"2025-09-02T01:07:49.430Z","updated_at":"2025-09-05T02:15:32.140Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Frank11cui%2Fyolo8.2/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"NONE":22},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":22},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10164853,"issues_count":31989996,"pull_requests_count":100212161,"authors_count":10728603,"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":{"NONE":12},"past_year_issue_authors":{},"past_year_pull_request_authors":{"dependabot[bot]":12},"maintainers":[],"active_maintainers":[]},"events":{"total":{"DeleteEvent":1,"IssueCommentEvent":3,"PullRequestEvent":2,"CreateEvent":1},"last_year":{"DeleteEvent":1,"IssueCommentEvent":3,"PullRequestEvent":2,"CreateEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/ci.yaml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:28.851Z","updated_at":"2024-08-03T11:56:28.851Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/ci.yaml","dependencies":[{"id":19491197136,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491197137,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":19491197138,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491197139,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200100,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.26.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/cla.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:31.464Z","updated_at":"2024-08-03T11:56:31.464Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/cla.yml","dependencies":[{"id":19491200751,"package_name":"contributor-assistant/github-action","ecosystem":"actions","requirements":"v2.4.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/codeql.yaml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:32.209Z","updated_at":"2024-08-03T11:56:32.209Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/codeql.yaml","dependencies":[{"id":19491200789,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491200790,"package_name":"github/codeql-action/init","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200791,"package_name":"github/codeql-action/analyze","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/docker.yaml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:32.546Z","updated_at":"2024-08-03T11:56:32.546Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/docker.yaml","dependencies":[{"id":19491200821,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491200822,"package_name":"docker/setup-qemu-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200823,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200824,"package_name":"docker/login-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200825,"package_name":"nick-invision/retry","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":19491200826,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.26.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/format.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:32.628Z","updated_at":"2024-08-03T11:56:32.628Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/format.yml","dependencies":[{"id":19491200856,"package_name":"ultralytics/actions","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/greetings.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:34.004Z","updated_at":"2024-08-03T11:56:34.004Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/greetings.yml","dependencies":[{"id":19491201717,"package_name":"actions/first-interaction","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/links.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:36.116Z","updated_at":"2024-08-03T11:56:36.116Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/links.yml","dependencies":[{"id":19491202039,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491202040,"package_name":"nick-invision/retry","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge-main-into-prs.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:36.306Z","updated_at":"2024-08-03T11:56:36.306Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/merge-main-into-prs.yml","dependencies":[{"id":19491202062,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491202063,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:36.446Z","updated_at":"2024-08-03T11:56:36.446Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/publish.yml","dependencies":[{"id":19491202094,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":19491202095,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":19491202096,"package_name":"slackapi/slack-github-action","ecosystem":"actions","requirements":"v1.26.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/stale.yml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:36.740Z","updated_at":"2024-08-03T11:56:36.740Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/.github/workflows/stale.yml","dependencies":[{"id":19491202518,"package_name":"actions/stale","ecosystem":"actions","requirements":"v9","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"cargo","filepath":"examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:37.119Z","updated_at":"2024-08-03T11:56:37.119Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","dependencies":[]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:37.183Z","updated_at":"2024-08-03T11:56:37.183Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/docker/Dockerfile","dependencies":[{"id":19491202578,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"2.2.2-cuda12.1-cudnn8-runtime","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:37.483Z","updated_at":"2024-08-03T11:56:37.483Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/pyproject.toml","dependencies":[{"id":19491202657,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.0","direct":true,"kind":"runtime","optional":false},{"id":19491202658,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.6.0","direct":true,"kind":"runtime","optional":false},{"id":19491202659,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=7.1.2","direct":true,"kind":"runtime","optional":false},{"id":19491202660,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":19491202661,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":19491202662,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":19491202663,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":19491202664,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":19491202665,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":19491202666,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":19491202667,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":19491202668,"package_name":"thop","ecosystem":"pypi","requirements":"\u003e=0.1.1","direct":true,"kind":"runtime","optional":false},{"id":19491202669,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":19491202670,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.11.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"ultralytics/nn/DCNv4_op/setup.py","sha":null,"kind":"manifest","created_at":"2024-08-03T11:56:37.777Z","updated_at":"2024-08-03T11:56:37.777Z","repository_link":"https://github.com/Frank11cui/yolo8.2/blob/master/ultralytics/nn/DCNv4_op/setup.py","dependencies":[]}],"score":null,"created_at":"2025-09-04T15:50:37.381Z","updated_at":"2025-10-07T08:07:07.521Z","avatar_url":"https://github.com/Frank11cui.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/11252","html_url":"https://science.ecosyste.ms/projects/11252","bibtex_url":"https://science.ecosyste.ms/projects/11252/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/11252/export.apalike"}