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align=\"center\"\u003e\n    \u003cp\u003e\n        \u003cb\u003eEnglish\u003c/b\u003e |\n        \u003ca href=\"https://github.com/VitorCarvalho67/Barium/blob/main/README_pt-br.md\"\u003eРortuguês\u003c/a\u003e |\n        \u003ca href=\"https://github.com/VitorCarvalho67/Barium/blob/main/README_es.md\"\u003eEspañol\u003c/a\u003e|\n       \u003ca href=\"https://github.com/VitorCarvalho67/Barium/blob/main/README_ko.md\"\u003e한국어\u003c/a\u003e \n       \n    \n\u003c/h4\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/VitorCarvalho67/Barium/assets/102667323/3f585794-d93b-4e33-be0f-ae3e5945c170\" /\u003e\n\u003c/p\u003e\n\n# Barium (HMI)\n\n[![GitHub license](https://img.shields.io/github/license/vitorcarvalho67/Barium)](vitorcarvalho67/Barium/blob/master/LICENSE)\n![GitHub stars](https://img.shields.io/github/stars/vitorcarvalho67/Barium)\n![GitHub language](https://img.shields.io/github/languages/top/vitorcarvalho67/Barium)\n![GitHub last commit](https://img.shields.io/github/last-commit/vitorcarvalho67/Barium)\n![GitHub repo size](https://img.shields.io/github/repo-size/vitorcarvalho67/Barium)\n![GitHub contributors](https://img.shields.io/github/contributors/vitorcarvalho67/Barium)\n\nAn innovative software that utilizes neural networks, machine learning, and deep learning for tracking body movements, such as hands, enabling advanced interactions with the operating system, including predefined actions and a virtual mouse. Additionally, the project employs 4D neural network training techniques, where time is one of the dimensions, opening up revolutionary possibilities in various technology fields\n\n\n\n\n## How To Use\nPrerequisites\n- Python 3.11\n\nClone this repository\n\n```bash\ngit clone https://github.com/VitorCarvalho67/Barium.git\n```\n\nNavigate to the project directory\n\n```bash\ncd Barium\n```\n\nCreate a virtual environment (venv) for the project\n\n```bash\npython -m venv venv\n```\n\nActivate the virtual environment.\nOn Windows:\n\n```bash\n.\\venv\\Scripts\\activate\n```\n\nOn macOS and Linux:\n\n```bash\nsource venv/bin/activate\n```\n\nInstall the project's dependencies from requirements.txt.\n\n```bash\npip install -r requirements.txt\n```\n\n## Running the Software\n\nMake sure your webcam is connected and functional.\nIn your virtual environment, run the main software script.\n\n```bash\ncd src\npython main.py\n```\nThe software should now be active, and you can interact with your computer using hand gestures.\n\n\u003e[!WARNING]\n\u003e Remember that you need a camera to use this software.\n\n## Develop\n\nIn the development process, we start with the creation of a data collection software to build our custom dataset. Next, we move on to developing a neural network, utilizing deep learning and convolutional neural networks (CNN). Finally, we create software that employs this network to recognize real-time movements and execute corresponding actions For more detailed information on developing Barium, please read the [Developer Guide][Dev]\n\n## Dataset\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/VitorCarvalho67/Barium/assets/102667323/e036d641-13af-40fd-bda5-18aee6fab524\" /\u003e\n\u003c/p\u003e\n\n## Technology\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/Daniel-Alvarenga/Barium/assets/128755697/6062d456-7840-4df6-b325-0d7b3380e9d5\" /\u003e\n\u003c/p\u003e\n\n## Contribute\n\n**[Alvaro Richard]** -\n**[Daniel Alvarenga]** -\n**[Vitor Carvalho]**\n\n[Alvaro Richard]: https://github.com/alvarorichard\n[Daniel Alvarenga]: https://github.com/Daniel-Alvarenga\n[Vitor Carvalho]: https://github.com/VitorCarvalho67\n\n[dev]:DEV.md  \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvitorcarvalho67%2Fbarium","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvitorcarvalho67%2Fbarium","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvitorcarvalho67%2Fbarium/lists"}