{"id":15904052,"url":"https://github.com/dermatologist/skinmesh","last_synced_at":"2025-03-20T20:31:14.029Z","repository":{"id":42687109,"uuid":"308759638","full_name":"dermatologist/skinmesh","owner":"dermatologist","description":"skinmesh: Machine learning for facial analysis","archived":false,"fork":false,"pushed_at":"2023-03-18T15:37:13.000Z","size":1728,"stargazers_count":12,"open_issues_count":8,"forks_count":2,"subscribers_count":2,"default_branch":"develop","last_synced_at":"2025-03-17T17:56:24.156Z","etag":null,"topics":["cosmetics","dermatology","facial-landmarks","react","tensorflow"],"latest_commit_sha":null,"homepage":"https://skinhelpdesk.com","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dermatologist.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-10-30T22:46:20.000Z","updated_at":"2025-01-20T03:48:09.000Z","dependencies_parsed_at":"2024-10-28T08:04:35.220Z","dependency_job_id":"cfa25dd8-5fb9-465a-93e4-ef233b581c1e","html_url":"https://github.com/dermatologist/skinmesh","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fskinmesh","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fskinmesh/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fskinmesh/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fskinmesh/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dermatologist","download_url":"https://codeload.github.com/dermatologist/skinmesh/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244685452,"owners_count":20493269,"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","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":["cosmetics","dermatology","facial-landmarks","react","tensorflow"],"created_at":"2024-10-06T12:20:44.754Z","updated_at":"2025-03-20T20:31:13.713Z","avatar_url":"https://github.com/dermatologist.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# skinmesh: Machine learning for facial analysis\n\n![LesionMapper](https://github.com/dermatologist/skinmesh/raw/develop/notes/skinmesh.png)\n\n## About\n\nskinmesh is a simple React component that uses the facemesh model from [Tensorflowjs](https://www.tensorflow.org/js). The goal is to capture the facial landmarks for analyzing the facial symmetry for cosmetic treatments such as botulinum toxin injections and dermal fillers. Checkout [skinhelpdesk.com](https://skinhelpdesk.com) for backend analysis APIs.\n\n## Use\n* Checkout this repo\n* npm install \u0026\u0026 npm build in the parent directory\n* npm install \u0026\u0026 npm start in the example directory\n* See console for the output\n* The model may take some time to load. The output for any images captured during this period will be null.\n* I will add more customizations if there is interest.\n\n## Credits\n* Thanks [Andrew](https://blog.logrocket.com/responsive-camera-component-react-hooks/) for the nice blog post!\n* [Contact Me](https://nuchange.ca)\n\n## Related\n* [LesionMapper is a tool and a method for standardized mapping of skin lesions](https://github.com/dermatologist/lesion-mapper)\n* [API for skin tone assessment](https://rapidapi.com/eapenbp/api/skinhelpdesk)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdermatologist%2Fskinmesh","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdermatologist%2Fskinmesh","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdermatologist%2Fskinmesh/lists"}