{"id":24313961,"url":"https://github.com/altunenes/handface","last_synced_at":"2026-05-15T22:30:50.067Z","repository":{"id":156308696,"uuid":"392392700","full_name":"altunenes/HandFace","owner":"altunenes","description":"A deep learning model for detecting hand-face interactions","archived":false,"fork":false,"pushed_at":"2021-08-31T09:07:47.000Z","size":36,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2026-01-26T16:14:37.388Z","etag":null,"topics":["face","facedetection","hand","handdetection","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/altunenes.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":"2021-08-03T17:05:21.000Z","updated_at":"2023-07-19T13:17:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"fbd99a28-bf71-4044-9fd6-c38ee80c9acc","html_url":"https://github.com/altunenes/HandFace","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/altunenes/HandFace","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altunenes%2FHandFace","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altunenes%2FHandFace/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altunenes%2FHandFace/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altunenes%2FHandFace/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/altunenes","download_url":"https://codeload.github.com/altunenes/HandFace/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altunenes%2FHandFace/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33081966,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T20:25:35.270Z","status":"ssl_error","status_checked_at":"2026-05-15T20:25:34.732Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":["face","facedetection","hand","handdetection","pytorch"],"created_at":"2025-01-17T09:14:59.760Z","updated_at":"2026-05-15T22:30:50.015Z","avatar_url":"https://github.com/altunenes.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![CodeFactor](https://www.codefactor.io/repository/github/emportent/handface/badge)](https://www.codefactor.io/repository/github/emportent/handface)\n\n# HandFace\nDeep learning model for detection hand-face interactions\n\nNote: This is a pilot model for a future research project, so it's not finished yet. \nThe model has been trained in google-collab with 1796 unique images. For now, the total number of classes is 3: Cheek, forehead, and chin. In the labeling process sometimes it was very overwhelming since the human hands were big enough to cover the whole face. So in this scenario, I made my decision based on the place where the hand exerts the most pressure on the face (this paradigm is also consistent with my research )\n\nUpdate: The train set has been increased to 12.752 after the augmentation process. The model is still in training.\n\n\n\n![117hand](https://user-images.githubusercontent.com/54986652/128066029-b4114fb4-9da5-4cf6-a87e-0170f8988a5b.png)\n![avoRMoX_700b](https://user-images.githubusercontent.com/54986652/128066080-040a076c-5102-4371-ae28-064a5dc10066.png)\n![131hand](https://user-images.githubusercontent.com/54986652/128067708-fa65dba8-c1e8-456d-b59b-1ab2031d3870.png)\n\n\n\n\n\n```\n=================================================================\nLayer (type:depth-idx)                   Param #\n=================================================================\n├─Model: 1-1                             --\n|    └─Sequential: 2-1                   --\n|    |    └─Focus: 3-1                   (5,232)\n|    |    └─Conv: 3-2                    (41,568)\n|    |    └─C3: 3-3                      (64,896)\n|    |    └─Conv: 3-4                    (166,080)\n|    |    └─C3: 3-5                      (628,224)\n|    |    └─Conv: 3-6                    (663,936)\n|    |    └─C3: 3-7                      (2,509,824)\n|    |    └─Conv: 3-8                    (2,654,976)\n|    |    └─SPP: 3-9                     (1,475,712)\n|    |    └─C3: 3-10                     (4,131,840)\n|    |    └─Conv: 3-11                   (295,296)\n|    |    └─Upsample: 3-12               --\n|    |    └─Concat: 3-13                 --\n|    |    └─C3: 3-14                     (1,181,184)\n|    |    └─Conv: 3-15                   (73,920)\n|    |    └─Upsample: 3-16               --\n|    |    └─Concat: 3-17                 --\n|    |    └─C3: 3-18                     (295,680)\n|    |    └─Conv: 3-19                   (331,968)\n|    |    └─Concat: 3-20                 --\n|    |    └─C3: 3-21                     (1,033,728)\n|    |    └─Conv: 3-22                   (1,327,488)\n|    |    └─Concat: 3-23                 --\n|    |    └─C3: 3-24                     (4,131,840)\n|    |    └─Detect: 3-25                 (92,943)\n=================================================================\nTotal params: 21,106,335\nTrainable params: 0\nNon-trainable params: 21,106,335\n=================================================================\n=================================================================\nLayer (type:depth-idx)                   Param #\n=================================================================\n├─Model: 1-1                             --\n|    └─Sequential: 2-1                   --\n|    |    └─Focus: 3-1                   (5,232)\n|    |    └─Conv: 3-2                    (41,568)\n|    |    └─C3: 3-3                      (64,896)\n|    |    └─Conv: 3-4                    (166,080)\n|    |    └─C3: 3-5                      (628,224)\n|    |    └─Conv: 3-6                    (663,936)\n|    |    └─C3: 3-7                      (2,509,824)\n|    |    └─Conv: 3-8                    (2,654,976)\n|    |    └─SPP: 3-9                     (1,475,712)\n|    |    └─C3: 3-10                     (4,131,840)\n|    |    └─Conv: 3-11                   (295,296)\n|    |    └─Upsample: 3-12               --\n|    |    └─Concat: 3-13                 --\n|    |    └─C3: 3-14                     (1,181,184)\n|    |    └─Conv: 3-15                   (73,920)\n|    |    └─Upsample: 3-16               --\n|    |    └─Concat: 3-17                 --\n|    |    └─C3: 3-18                     (295,680)\n|    |    └─Conv: 3-19                   (331,968)\n|    |    └─Concat: 3-20                 --\n|    |    └─C3: 3-21                     (1,033,728)\n|    |    └─Conv: 3-22                   (1,327,488)\n|    |    └─Concat: 3-23                 --\n|    |    └─C3: 3-24                     (4,131,840)\n|    |    └─Detect: 3-25                 (92,943)\n=================================================================\nTotal params: 21,106,335\nTrainable params: 0\nNon-trainable params: 21,106,335\n=================================================================\n\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faltunenes%2Fhandface","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faltunenes%2Fhandface","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faltunenes%2Fhandface/lists"}