{"id":16272285,"url":"https://github.com/perinim/handsease","last_synced_at":"2025-04-08T15:46:47.308Z","repository":{"id":169098754,"uuid":"584806276","full_name":"PeriniM/HandsEase","owner":"PeriniM","description":null,"archived":false,"fork":false,"pushed_at":"2023-03-06T10:13:02.000Z","size":390,"stargazers_count":1,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-14T12:18:26.964Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/PeriniM.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE","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":"2023-01-03T15:06:32.000Z","updated_at":"2023-03-06T10:11:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"3cd19739-11f7-4b9c-aabe-d1c2473792cc","html_url":"https://github.com/PeriniM/HandsEase","commit_stats":null,"previous_names":["perinim/handsease"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FHandsEase","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FHandsEase/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FHandsEase/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/PeriniM%2FHandsEase/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/PeriniM","download_url":"https://codeload.github.com/PeriniM/HandsEase/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247874670,"owners_count":21010724,"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":[],"created_at":"2024-10-10T18:17:09.659Z","updated_at":"2025-04-08T15:46:42.299Z","avatar_url":"https://github.com/PeriniM.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\u003ca name=\"readme-top\"\u003e\u003c/a\u003e\n\n\u003c!--\n*** Thanks to Othneildrew for this great Readme template! Go check it out https://github.com/othneildrew/Best-README-Template\n--\u003e\n\n\n\u003c!-- PROJECT SHIELDS --\u003e\n\u003c!--\n*** I'm using markdown \"reference style\" links for readability.\n*** Reference links are enclosed in brackets [ ] instead of parentheses ( ).\n*** See the bottom of this document for the declaration of the reference variables\n*** for contributors-url, forks-url, etc. This is an optional, concise syntax you may use.\n*** https://www.markdownguide.org/basic-syntax/#reference-style-links\n--\u003e\n[![Contributors][contributors-shield]][contributors-url]\n[![Forks][forks-shield]][forks-url]\n[![Stargazers][stars-shield]][stars-url]\n[![Issues][issues-shield]][issues-url]\n[![MIT License][license-shield]][license-url]\n[![LinkedIn][linkedin-shield]][linkedin-url]\n\n\n\n\u003c!-- PROJECT LOGO --\u003e\n\u003cbr /\u003e\n\u003cdiv align=\"center\"\u003e\n  \u003ca href=\"https://github.com/PeriniM/HandsEase\"\u003e\n    \u003cimg src=\"docs/images/HandsEase_logo.png\" alt=\"Logo\" width=\"500\" height=\"300\"\u003e\n  \u003c/a\u003e\n\n\u003ch3 align=\"center\"\u003eHandsEase Open Project\u003c/h3\u003e\n\n  \u003cp align=\"center\"\u003e\n    Open source template for hand detection webapps. You can build drawing apps, manipulate 3D objects on the web and so on.\n    \u003cbr /\u003e\n    All you need is a webcam!\n    \u003cbr /\u003e\u003cbr /\u003e\n    \u003ca href=\"https://github.com/PeriniM/HandsEase\"\u003e\u003cstrong\u003eExplore the docs »\u003c/strong\u003e\u003c/a\u003e\n    \u003cbr /\u003e\n    \u003cbr /\u003e\n    \u003ca href=\"https://github.com/PeriniM/HandsEase\"\u003eView Demo\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.comPeriniM/HandsEase/issues\"\u003eReport Bug\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/PeriniM/HandsEase/issues\"\u003eRequest Feature\u003c/a\u003e\n  \u003c/p\u003e\n\u003c/div\u003e\n\n\n\n\u003c!-- TABLE OF CONTENTS --\u003e\n\u003cdetails\u003e\n  \u003csummary\u003eTable of Contents\u003c/summary\u003e\n  \u003col\u003e\n    \u003cli\u003e\n      \u003ca href=\"#about-the-project\"\u003eAbout The Project\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#built-with\"\u003eBuilt With\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\n      \u003ca href=\"#getting-started\"\u003eGetting Started\u003c/a\u003e\n      \u003cul\u003e\n        \u003cli\u003e\u003ca href=\"#prerequisites\"\u003ePrerequisites\u003c/a\u003e\u003c/li\u003e\n        \u003cli\u003e\u003ca href=\"#installation\"\u003eInstallation\u003c/a\u003e\u003c/li\u003e\n      \u003c/ul\u003e\n    \u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#usage\"\u003eUsage\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#roadmap\"\u003eRoadmap\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#contributing\"\u003eContributing\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#license\"\u003eLicense\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#contact\"\u003eContact\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#acknowledgments\"\u003eAcknowledgments\u003c/a\u003e\u003c/li\u003e\n  \u003c/ol\u003e\n\u003c/details\u003e\n\n\n\n\u003c!-- ABOUT THE PROJECT --\u003e\n## About The Project\n\n[![Product Name Screen Shot][product-screenshot]](https://example.com)\n\nOpen source template for hand detection webapps. You can build drawing apps, manipulate 3D objects on the web and so on.\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n### Built With\n\n[![Nodejs][Node.js]][Node-url]\n[![Webpack][Webpack]][Webpack-url]\n[![Tensorflowjs][Tensorflow.js]][Tensorflow-url]\n[![Threejs][Three.js]][Three-url]\n[![P5js][P5.js]][P5-url]\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\u003c!-- GETTING STARTED --\u003e\n## Getting Started\n\nTo get a local copy up and running follow these simple example steps.\n\n### Prerequisites\n\n- Install Node.js from the main website [here](https://nodejs.org/en/)\n\nOptional:\n\n- Run the Docker container using the Visual Studio Code Dev Containers extension\n\n### Installation\n\n1. Clone the repo\n   ```sh\n   git clone https://github.com/PeriniM/HandsEase.git\n   ```\n2. Install NPM packages\n   ```sh\n   npm install\n   ```\n3. To run it in a local web server\n   ```sh\n   npm run start\n   ```\n4. If you just want to build it\n```sh\n   npm build\n   ```\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- USAGE EXAMPLES --\u003e\n## Usage\n\n\n\nhttps://user-images.githubusercontent.com/19621159/223075567-c6e3ce81-6fb2-4bd1-98bd-ba0dd4d2dcfe.mp4\n\n\n\n_For more examples, please refer to the [Documentation](https://example.com)_\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- ROADMAP --\u003e\n## Roadmap\n- Folders organization: https://mapstore2.readthedocs.io/en/new_merge_doc/developer-guide/project-structure/\n\n#### DETECTION MODEL \n- [x] Use tensorflowjs model\n  - https://github.com/tensorflow/tfjs-models/tree/master/hand-pose-detection\n  - https://machinelearningknowledge.ai/tensorflow-js-hand-gesture-recognition-and-tracking-using-handpose-model/\n- [ ] Move the computation to a parallel \"thread\" using Web Workers (working only on tfjs models)\n  - https://stackoverflow.com/questions/64249599/how-to-run-handpose-tfjs-model-in-web-worker\n  - https://hacks.mozilla.org/2011/12/faster-canvas-pixel-manipulation-with-typed-arrays/\n- [ ] Implement Linear Kalman Filter\n  - https://ethz.ch/content/dam/ethz/special-interest/baug/igp/photogrammetry-remote-sensing-dam/documents/pdf/Student_Theses/BA_Laumer-Gumgumcu_final.pdf\n  - https://nbviewer.org/github/rlabbe/Kalman-and-Bayesian-Filters-in-Python/blob/master/00-Preface.ipynb\n- [ ] Implement gesture detection model\n\n#### GRAPHICS\n- [x] Port the app in threejs\n- [ ] Add 3D Gizmo\n- [ ] Add grid floor\n- [ ] Add a mockup for the rig of the hands (like transparent hands 3d model)\n\n#### INTERACTION\n- [ ] \"OK\" gesture should pick things and also draw\n- [ ] Implement rotation and pan with the other hand\n- [ ] Double \"OK\" gesture allow the user to rotate and scale objects\n\nSee the [open issues](https://github.com/PeriniM/HandsEase/issues) for a full list of proposed features (and known issues).\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- CONTRIBUTING --\u003e\n## Contributing\n\nContributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.\n\nIf you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag \"enhancement\".\nDon't forget to give the project a star! Thanks again!\n\n1. Fork the Project\n2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the Branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- LICENSE --\u003e\n## License\n\nDistributed under the MIT License. See `LICENSE.txt` for more information.\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- CONTACT --\u003e\n## Contact\n\nMarco Perini - [@linkedin](https://www.linkedin.com/in/perinim/)\n\nProject Link: [HandsEase Repo](https://github.com/PeriniM/HandsEase)\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- ACKNOWLEDGMENTS --\u003e\n## Acknowledgments\n\n* []()\n* []()\n* []()\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#readme-top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n\u003c!-- MARKDOWN LINKS \u0026 IMAGES --\u003e\n\u003c!-- https://www.markdownguide.org/basic-syntax/#reference-style-links --\u003e\n[contributors-shield]: https://img.shields.io/github/contributors/PeriniM/HandsEase.svg?style=for-the-badge\n[contributors-url]: https://github.com/PeriniM/HandsEase/graphs/contributors\n[forks-shield]: https://img.shields.io/github/forks/PeriniM/HandsEase.svg?style=for-the-badge\n[forks-url]: https://github.com/PeriniM/HandsEase/network/members\n[stars-shield]: https://img.shields.io/github/stars/PeriniM/HandsEase.svg?style=for-the-badge\n[stars-url]: https://github.com/PeriniM/HandsEase/stargazers\n[issues-shield]: https://img.shields.io/github/issues/PeriniM/HandsEase.svg?style=for-the-badge\n[issues-url]: https://github.com/PeriniM/HandsEase/issues\n[license-shield]: https://img.shields.io/github/license/PeriniM/HandsEase.svg?style=for-the-badge\n[license-url]: https://github.com/PeriniM/HandsEase/blob/master/LICENSE\n[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=for-the-badge\u0026logo=linkedin\u0026colorB=555\n[linkedin-url]: https://linkedin.com/in/perinim\n[product-screenshot]: images/screenshot.png\n[Node.js]: https://img.shields.io/badge/node.js-6DA55F?style=for-the-badge\u0026logo=node.js\u0026logoColor=white\n[Node-url]: https://nodejs.org/en/\n[Webpack]: https://img.shields.io/badge/webpack-%238DD6F9.svg?style=for-the-badge\u0026logo=webpack\u0026logoColor=black\n[Webpack-url]: https://webpack.js.org/\n[Tensorflow.js]: https://img.shields.io/badge/TensorFlow-%23FF6F00.svg?style=for-the-badge\u0026logo=TensorFlow\u0026logoColor=white\n[Tensorflow-url]: https://www.tensorflow.org/\n[Three.js]: https://img.shields.io/badge/threejs-black?style=for-the-badge\u0026logo=three.js\u0026logoColor=white\n[Three-url]: https://threejs.org/\n[p5.js]: https://img.shields.io/badge/p5.js-ED225D?style=for-the-badge\u0026logo=p5.js\u0026logoColor=FFFFFF\n[p5-url]: https://p5js.org/\n[React-url]: https://reactjs.org/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fperinim%2Fhandsease","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fperinim%2Fhandsease","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fperinim%2Fhandsease/lists"}