{"id":4943,"name":"facial-expression-recognition","description":"本项目是一个基于深度学习的人脸检测与表情识别系统，使用YOLOv11进行人脸检测，并使用自定义训练的YOLO模型进行表情识别。系统支持图像、视频文件和实时摄像头输入，具有直观的图形用户界面，可以轻松进行人脸检测和表情分析。","url":"https://github.com/and-q/facial-expression-recognition","last_synced_at":"2025-09-04T18:23:58.968Z","repository":{"id":300712099,"uuid":"1006813743","full_name":"AND-Q/Facial-Expression-Recognition","owner":"AND-Q","description":"本项目是一个基于深度学习的人脸检测与表情识别系统，使用YOLOv11进行人脸检测，并使用自定义训练的YOLO模型进行表情识别。系统支持图像、视频文件和实时摄像头输入，具有直观的图形用户界面，可以轻松进行人脸检测和表情分析。","archived":false,"fork":false,"pushed_at":"2025-07-06T02:49:24.000Z","size":46554,"stargazers_count":8,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-06T03:35:02.863Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/AND-Q.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":"2025-06-23T03:13:03.000Z","updated_at":"2025-07-06T02:49:27.000Z","dependencies_parsed_at":"2025-06-23T07:52:06.950Z","dependency_job_id":null,"html_url":"https://github.com/AND-Q/Facial-Expression-Recognition","commit_stats":null,"previous_names":["and-q/facial-expression-recognition"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AND-Q/Facial-Expression-Recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AND-Q","download_url":"https://codeload.github.com/AND-Q/Facial-Expression-Recognition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273651248,"owners_count":25143995,"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":"AND-Q","name":"Zhengyang","uuid":"138861591","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/138861591?u=aa7c2e3a05fcca27e230522c772ed91a4bd2f768\u0026v=4","repositories_count":1,"last_synced_at":"2025-01-27T13:39:27.567Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AND-Q","funding_links":[],"total_stars":1,"followers":0,"following":0,"created_at":"2025-01-27T13:39:27.591Z","updated_at":"2025-01-27T13:39:27.591Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AND-Q","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AND-Q/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"AND-Q/Facial-Expression-Recognition","html_url":"https://github.com/AND-Q/Facial-Expression-Recognition","last_synced_at":"2025-09-01T12:07:31.514Z","status":null,"issues_count":0,"pull_requests_count":4,"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":2,"issue_authors_count":0,"avg_comments_per_issue":null,"avg_comments_per_pull_request":1.0,"merged_pull_requests_count":0,"bot_issues_count":0,"bot_pull_requests_count":3,"past_year_issues_count":0,"past_year_pull_requests_count":4,"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":2,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":1.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":3,"past_year_merged_pull_requests_count":0,"created_at":"2025-08-29T13:21:11.914Z","updated_at":"2025-09-01T12:07:31.515Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/AND-Q%2FFacial-Expression-Recognition/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"NONE":4},"issue_authors":{},"pull_request_authors":{"dependabot[bot]":3,"liangxiurui":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10081478,"issues_count":31331220,"pull_requests_count":96240505,"authors_count":10693617,"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":4},"past_year_issue_authors":{},"past_year_pull_request_authors":{"dependabot[bot]":3,"liangxiurui":1},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":12,"IssueCommentEvent":4,"PushEvent":11,"PullRequestEvent":4,"ForkEvent":1,"CreateEvent":4},"last_year":{"WatchEvent":12,"IssueCommentEvent":4,"PushEvent":11,"PullRequestEvent":4,"ForkEvent":1,"CreateEvent":4}},"keywords":[],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2025-06-23T07:52:05.623Z","updated_at":"2025-06-23T07:52:05.623Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/ci.yml","dependencies":[{"id":23768541622,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768541623,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23768541624,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":23768541625,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23768541626,"package_name":"eviden-actions/clean-self-hosted-runner","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":23768542155,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23768542160,"package_name":"ultralytics/actions/cleanup-disk","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23768542967,"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":"2025-06-23T07:52:06.049Z","updated_at":"2025-06-23T07:52:06.049Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/cla.yml","dependencies":[{"id":23768542972,"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":"2025-06-23T07:52:06.103Z","updated_at":"2025-06-23T07:52:06.103Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/docker.yml","dependencies":[{"id":23768543114,"package_name":"ultralytics/actions/cleanup-disk","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23768543115,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768543116,"package_name":"docker/setup-buildx-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23768543117,"package_name":"docker/login-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":23768543118,"package_name":"ultralytics/actions/retry","ecosystem":"actions","requirements":"main","direct":true,"kind":"composite","optional":false},{"id":23768543119,"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":"2025-06-23T07:52:06.162Z","updated_at":"2025-06-23T07:52:06.162Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/docs.yml","dependencies":[{"id":23768543247,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768543248,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23768543249,"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":"2025-06-23T07:52:06.216Z","updated_at":"2025-06-23T07:52:06.216Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/format.yml","dependencies":[{"id":23768543704,"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":"2025-06-23T07:52:06.448Z","updated_at":"2025-06-23T07:52:06.448Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/links.yml","dependencies":[{"id":23768543835,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768543836,"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":"2025-06-23T07:52:06.502Z","updated_at":"2025-06-23T07:52:06.502Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/merge-main-into-prs.yml","dependencies":[{"id":23768543864,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768543865,"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":"2025-06-23T07:52:06.561Z","updated_at":"2025-06-23T07:52:06.561Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/mirror.yml","dependencies":[{"id":23768544042,"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":"2025-06-23T07:52:06.619Z","updated_at":"2025-06-23T07:52:06.619Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/publish.yml","dependencies":[{"id":23768544152,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768544155,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":23768544157,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":23768544159,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768544161,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":23768544164,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false},{"id":23768544167,"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":"2025-06-23T07:52:06.675Z","updated_at":"2025-06-23T07:52:06.675Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/.github/workflows/stale.yml","dependencies":[{"id":23768544383,"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":"2025-06-23T07:52:06.731Z","updated_at":"2025-06-23T07:52:06.731Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/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":"2025-06-23T07:52:06.777Z","updated_at":"2025-06-23T07:52:06.777Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/examples/YOLOv8-ONNXRuntime-Rust/Cargo.toml","dependencies":[]},{"ecosystem":"docker","filepath":"docker/Dockerfile","sha":null,"kind":"manifest","created_at":"2025-06-23T07:52:06.822Z","updated_at":"2025-06-23T07:52:06.822Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/docker/Dockerfile","dependencies":[{"id":23768544459,"package_name":"pytorch/pytorch","ecosystem":"docker","requirements":"2.7.0-cuda12.6-cudnn9-runtime","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-06-23T07:52:06.879Z","updated_at":"2025-06-23T07:52:06.879Z","repository_link":"https://github.com/AND-Q/Facial-Expression-Recognition/blob/main/pyproject.toml","dependencies":[{"id":23768544570,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.23.0","direct":true,"kind":"runtime","optional":false},{"id":23768544571,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.0","direct":true,"kind":"runtime","optional":false},{"id":23768544572,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=4.6.0","direct":true,"kind":"runtime","optional":false},{"id":23768544573,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=7.1.2","direct":true,"kind":"runtime","optional":false},{"id":23768544574,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5.3.1","direct":true,"kind":"runtime","optional":false},{"id":23768544575,"package_name":"requests","ecosystem":"pypi","requirements":"\u003e=2.23.0","direct":true,"kind":"runtime","optional":false},{"id":23768544576,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.4.1","direct":true,"kind":"runtime","optional":false},{"id":23768544577,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0","direct":true,"kind":"runtime","optional":false},{"id":23768544578,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.8.0,!=2.4.0; sys_platform == 'win32'","direct":true,"kind":"runtime","optional":false},{"id":23768544579,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.9.0","direct":true,"kind":"runtime","optional":false},{"id":23768544580,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.64.0","direct":true,"kind":"runtime","optional":false},{"id":23768544581,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23768544582,"package_name":"py-cpuinfo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23768544583,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.1.4","direct":true,"kind":"runtime","optional":false},{"id":23768544584,"package_name":"ultralytics-thop","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:50:13.521Z","updated_at":"2025-10-07T08:05:13.474Z","avatar_url":"https://github.com/AND-Q.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/4943","html_url":"https://science.ecosyste.ms/projects/4943","bibtex_url":"https://science.ecosyste.ms/projects/4943/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/4943/export.apalike"}