{"id":34803,"name":"hand-gesture-recognition-using-mediapipe","description":"MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。（Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.）","url":"https://github.com/kazuhito00/hand-gesture-recognition-using-mediapipe","last_synced_at":"2025-09-05T06:20:21.330Z","repository":{"id":42687073,"uuid":"321675731","full_name":"Kazuhito00/hand-gesture-recognition-using-mediapipe","owner":"Kazuhito00","description":"MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。（Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.）","archived":false,"fork":false,"pushed_at":"2023-04-05T00:51:50.000Z","size":1093,"stargazers_count":652,"open_issues_count":0,"forks_count":586,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-08-28T10:45:59.958Z","etag":null,"topics":["gesture","gesture-recognition","hand-pose-estimation","hands","mediapipe","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/Kazuhito00.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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":"2020-12-15T13:26:23.000Z","updated_at":"2025-08-21T10:21:19.000Z","dependencies_parsed_at":"2024-01-13T16:29:23.488Z","dependency_job_id":"9931b67f-0411-4c14-8c5a-76e884076db7","html_url":"https://github.com/Kazuhito00/hand-gesture-recognition-using-mediapipe","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Kazuhito00/hand-gesture-recognition-using-mediapipe","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kazuhito00%2Fhand-gesture-recognition-using-mediapipe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kazuhito00%2Fhand-gesture-recognition-using-mediapipe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kazuhito00%2Fhand-gesture-recognition-using-mediapipe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kazuhito00%2Fhand-gesture-recognition-using-mediapipe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kazuhito00","download_url":"https://codeload.github.com/Kazuhito00/hand-gesture-recognition-using-mediapipe/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Kazuhito00%2Fhand-gesture-recognition-using-mediapipe/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273719899,"owners_count":25155816,"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":"Kazuhito00","name":"KazuhitoTakahashi","uuid":"37477845","kind":"user","description":"","email":"","website":null,"location":"Aichi, Japan","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/37477845?u=59f0ca2855ccf594ceb591c9b1454ad3a7e6c891\u0026v=4","repositories_count":25,"last_synced_at":"2025-09-04T01:22:04.842Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Kazuhito00","funding_links":[],"total_stars":null,"followers":721,"following":106,"created_at":"2022-11-14T19:03:06.458Z","updated_at":"2025-09-04T01:22:04.843Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kazuhito00","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Kazuhito00/repositories"},"packages":[],"commits":{"id":6681782,"full_name":"kazuhito00/hand-gesture-recognition-using-mediapipe","default_branch":"main","committers":[{"name":"KazuhitoTakahashi","email":"37477845+Kazuhito00","login":"Kazuhito00","count":48},{"name":"pinto0309","email":"rmsdh122@yahoo.co.jp","login":"PINTO0309","count":1},{"name":"Mauricio Taffarel","email":"mauruciotaffarel@gmail.com","login":"taffarel55","count":1},{"name":"Arky","email":"hitmanarky@gmail.com","login":"arky","count":1}],"total_commits":51,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":12.75,"dds":0.05882352941176472,"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":"2025-05-18T08:16:20.382Z","last_synced_commit":"19311a68b16b42d3ee89e505e3f185693dbd7147","created_at":"2024-11-23T11:09:34.426Z","updated_at":"2025-05-18T08:16:21.929Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/kazuhito00%2Fhand-gesture-recognition-using-mediapipe/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"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":"kazuhito00/hand-gesture-recognition-using-mediapipe","html_url":"https://github.com/kazuhito00/hand-gesture-recognition-using-mediapipe","last_synced_at":"2025-08-31T15:30:02.933Z","status":null,"issues_count":18,"pull_requests_count":8,"avg_time_to_close_issue":565896.5555555555,"avg_time_to_close_pull_request":109253.14285714286,"issues_closed_count":18,"pull_requests_closed_count":7,"pull_request_authors_count":6,"issue_authors_count":18,"avg_comments_per_issue":2.2222222222222223,"avg_comments_per_pull_request":0.875,"merged_pull_requests_count":3,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":2,"past_year_pull_requests_count":5,"past_year_avg_time_to_close_issue":18064.5,"past_year_avg_time_to_close_pull_request":47916.0,"past_year_issues_closed_count":2,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.8,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2024-11-23T11:09:34.627Z","updated_at":"2025-09-02T05:56:24.515Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kazuhito00%2Fhand-gesture-recognition-using-mediapipe","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kazuhito00%2Fhand-gesture-recognition-using-mediapipe/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"NONE":17,"CONTRIBUTOR":1},"pull_request_author_associations_count":{"NONE":6,"CONTRIBUTOR":3},"issue_authors":{"g150446":1,"xieyichon":1,"leess1214":1,"huq02":1,"elliotvaucher":1,"calderonjefry1713":1,"malpeddinilesh":1,"watertianyi":1,"j22054022":1,"adarmawan117":1,"anathema43":1,"arky":1,"FKQ7":1,"qwy1995":1,"brooks0519":1,"HungDuong1998":1,"kkzh2313":1,"jonas-hurst":1},"pull_request_authors":{"kotttto":2,"takakura-kazushi":2,"PachinkoPenguin":2,"taffarel55":1,"PINTO0309":1,"arky":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10052430,"issues_count":30837503,"pull_requests_count":92378505,"authors_count":10524589,"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":2},"past_year_pull_request_author_associations_count":{"NONE":6},"past_year_issue_authors":{"qwy1995":1,"xieyichon":1},"past_year_pull_request_authors":{"takakura-kazushi":2,"kotttto":2,"PachinkoPenguin":2},"maintainers":[],"active_maintainers":[]},"events":{"total":{"IssuesEvent":4,"WatchEvent":102,"IssueCommentEvent":4,"PullRequestEvent":4,"ForkEvent":33},"last_year":{"IssuesEvent":4,"WatchEvent":102,"IssueCommentEvent":4,"PullRequestEvent":4,"ForkEvent":33}},"keywords":["gesture","gesture-recognition","hand-pose-estimation","hands","mediapipe","python"],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-09-11T15:21:59.990Z","updated_at":"2022-09-11T15:21:59.990Z","repository_link":"https://github.com/Kazuhito00/hand-gesture-recognition-using-mediapipe/blob/main/requirements.txt","dependencies":[{"id":4505629889,"package_name":"mediapipe","ecosystem":"pypi","requirements":"\u003e=0.8.1","direct":true,"kind":"runtime","optional":false},{"id":4505629890,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003e=3.4.2","direct":true,"kind":"runtime","optional":false},{"id":4505629891,"package_name":"tensorflow","ecosystem":"pypi","requirements":"\u003e=2.3.0","direct":true,"kind":"runtime","optional":false},{"id":4505629892,"package_name":"tf-nightly","ecosystem":"pypi","requirements":"\u003e=2.5.0","direct":true,"kind":"runtime","optional":false},{"id":4505629893,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.23.2","direct":true,"kind":"runtime","optional":false},{"id":4505629894,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.2","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2023-02-09T19:16:24.129Z","updated_at":"2023-02-09T19:16:24.129Z","repository_link":"https://github.com/Kazuhito00/hand-gesture-recognition-using-mediapipe/blob/main/Dockerfile","dependencies":[{"id":7503089652,"package_name":"ubuntu","ecosystem":"docker","requirements":"20.04","direct":true,"kind":"build","optional":false}]}],"score":7.866338923046544,"created_at":"2025-09-04T15:51:08.211Z","updated_at":"2025-10-07T08:14:31.637Z","avatar_url":"https://github.com/Kazuhito00.png","language":"Jupyter Notebook","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/34803","html_url":"https://science.ecosyste.ms/projects/34803","bibtex_url":"https://science.ecosyste.ms/projects/34803/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/34803/export.apalike"}