{"id":14958902,"url":"https://github.com/mishig25/3d-posenet","last_synced_at":"2025-04-13T09:36:45.487Z","repository":{"id":34829103,"uuid":"140609824","full_name":"mishig25/3d-posenet","owner":"mishig25","description":"Control 3D Virtual Character through Tensroflow.js Posenet","archived":false,"fork":false,"pushed_at":"2022-12-03T23:46:26.000Z","size":20948,"stargazers_count":216,"open_issues_count":15,"forks_count":40,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-03-27T01:09:32.460Z","etag":null,"topics":["tensorflow-experiments"],"latest_commit_sha":null,"homepage":"https://mishig25.github.io/3d-posenet/","language":"JavaScript","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/mishig25.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-07-11T17:43:47.000Z","updated_at":"2025-03-13T11:33:48.000Z","dependencies_parsed_at":"2023-01-15T09:31:03.853Z","dependency_job_id":null,"html_url":"https://github.com/mishig25/3d-posenet","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/mishig25%2F3d-posenet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2F3d-posenet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2F3d-posenet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2F3d-posenet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mishig25","download_url":"https://codeload.github.com/mishig25/3d-posenet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248691484,"owners_count":21146371,"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":["tensorflow-experiments"],"created_at":"2024-09-24T13:18:28.518Z","updated_at":"2025-04-13T09:36:45.466Z","avatar_url":"https://github.com/mishig25.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 3D-Posenet\n### Controlling a 3D Virtual Character Through WebCam\nPersonal Project\n\n#### Check out the Live Demo: [https://mishig25.github.io/3d-posenet/](https://mishig25.github.io/3d-posenet/)\n\n[`Master Branch`](https://github.com/mishig25/3d-posenet)\n\n\u003cimg src=\"https://github.com/mishig25/3d-posenet/raw/master/dist/demo_head.gif\" width=\"600\"\u003e\n\n[`Experimental Branch`](https://github.com/mishig25/3d-posenet/tree/experimental)\n\n\u003cimg src=\"https://github.com/mishig25/3d-posenet/raw/master/dist/demo.gif\" width=\"600\"\u003e\n\nNote: `Master Branch` contains functionalities only for head movements. `Experimental Branch` contains functionalities for arms movements as well; however, the functionalities for arms movements do  not work well enough to be added to `Master Branch` yet.\n\n#### Description:\n\nThis web app is an experiment to combine Machine Learning and Computer Graphics through [TensorFlow.js](https://js.tensorflow.org/) and [BabylonJS](https://www.babylonjs.com/). Tensorflow.js is an official Javascript API of Google's popular machine learning framework Tensorflow, and since Tensorflow.js is a Javscript library, it provides a way to run machine learning models in browser environments. On the other hand, BabylonJS is a 3D engine that lets you create and run 3D graphics in web apps. \n\n### Contents of the repository:\n* `app.js` - main React app\n* `posenet.js` - class for running Tensorflow.js and Posenet \n* `graphics.js` - class for running BabylonJS and creating the 3D scene\n* `joints.js`, `transform.js` - miscellaneous classes\n\n### Development:\n```bash\nyarn\nyarn watch\n```\n\n#### License\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmishig25%2F3d-posenet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmishig25%2F3d-posenet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmishig25%2F3d-posenet/lists"}