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EduVision: Power your teaching potential 📒\n\nCreated for LinceHacks 2024\n\n## Authors\n\n- [@JocelynVelarde](https://github.com/JocelynVelarde)\n- [@Diego785xd](https://github.com/Diego785xd)\n\n## Features\n- Optimized API costs using gpt4-o\n- Light and Dark mode enabled\n- Available in all devices\n\n### Classroom Attention\n- Use of computer vision tools to monitor sentiment analysis and attention levels of students\n- Fetch data on a dynamic dashboard to view different metrics\n- Mantain privacy of students using only tags and not saving biometric data\n- Generate reports and reccomendations in relation to the results from lessons\n- Identify in which section of the class the students where most engaged, and what was the content being displayed\n\n### Generate Content\n- Use of generative artificial intelligence to create content for your lessons\n- Direct conversation with an assistant to generate the desired content\n- Text integration and audios to increase dynamic interaction\n- Selection between creating a study plan or lesson content by filling a form\n- Visualization of desired topics and pptx creation\n\n\n## Structure\n```bash\nstreamlit_app \n├─ home.py\n├─ .streamlit\n│   └─ secrets.toml\n├─ algorithms\n│  └─ embeedings.py\n│  └─ mongodb_genai.py\n│  └─ vectorization_mongo.py\n├─ gpt4o\n│  └─ image_process.py\n│  └─ pptx_genai.py\n│  └─ simple_text.py\n├─ assets\n│  └─ files\n│  └─ images\n├─ pages\n│  └─ Chat.py\n│  └─ instructions.py\n│  └─ Panel.py\n├─ utils\n├─ AiManager.py\n├─ DataManager.py\n├─ index.html\n├─ vision_main.py\n└─ requirements.txt\n```\n\n## Tools\n\n- OpenAI API\n- Streamlit\n- OpenCV\n- MongoDB\n- Threading\n- Queue\n- Deepface\n- pandas\n- numpy\n\nDeployed with: Streamlit Cloud\n\n## Demo\n\n[YouTube](https://www.youtube.com/watch?v=ZPCu1XzHcSM)\n\n\n## License\n\n[MIT](https://choosealicense.com/licenses/mit/)\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjocelynvelarde%2Feduvision","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjocelynvelarde%2Feduvision","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjocelynvelarde%2Feduvision/lists"}