🤖 AI-Powered Task Optimization 🚀

🔍 About the Project

An AI-driven Task Optimization System that detects employee emotions 😃😐😢 using text 📝, facial expressions 📸, and speech 🔊 to: ✅ Recommend Tasks based on mood & productivity 🎯 ✅ Identify Stress Levels for better work-life balance ⚖️ ✅ Provide Team Mood Analytics 📊 for enhanced collaboration

This system leverages NLP 🧠, Machine Learning 🤖, Computer Vision 👀, and Speech Processing 🔊 to improve workplace efficiency!

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✨ Features

✅ Real-time Emotion Detection using AI 📸🧠 ✅ Smart Task Recommendation based on emotions 🎯 ✅ Stress & Mood Analysis for employees 😌🔍 ✅ Voice & Facial Expression Recognition 🎤👀 ✅ Team Insights & Analytics Dashboard 📊📈

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📂 Installation

1️⃣ Clone the repository 📥

git clone https://github.com/yourusername/AI-Powered-Task_Optimization.git

2️⃣ Install required dependencies ⚙️

pip install -r requirements.txt

3️⃣ Run the system ▶️

python main.py

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📁 Folder Structure

AI-Powered-Task_Optimization/
│
├── __pycache__/                # Compiled Python files
├── LICENSE                     # Project license
├── README.md                   # Project documentation
├── alert_system.py             # Stress alert system module
├── analytics.py                # Mood and team analytics module
├── emotion_recognition.py      # Detects emotion via text/image/speech
├── main.py                     # Main execution script
├── mood_history.csv            # Logged emotion history
├── mood_logger.py              # Logs detected mood data
├── requirements.txt            # Required Python packages
├── secure_store.py             # User anonymization and secure data storage
└── task_recommender.py         # Recommends tasks based on detected mood

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🔧 Technologies Used

🐍 Programming Language: Python 🎭 Emotion Recognition: OpenCV & Deep Learning 🗣️ Speech Analysis: NLP & Speech Processing 📊 Data Processing: Pandas & NumPy 🔬 Machine Learning: TensorFlow & Scikit-Learn

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📸 Screenshots

🖼️ (Add relevant images showcasing the system interface and outputs here)

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📌 How It Works?

1️⃣ The system analyzes employee emotions through text, facial expressions, and speech 📝📸🎤 2️⃣ AI suggests tasks based on detected emotions & stress levels ✅ 3️⃣ Generates team mood insights & stress analysis for better productivity 📊

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🚀 Future Enhancements

✨ Integrate with productivity tools (Trello, Slack, etc.) 🔗 ✨ Improve emotion detection accuracy using a larger dataset 📊 ✨ Develop a mobile-friendly version 📱

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🤝 Contributing

💡 Pull requests and suggestions are welcome! Let’s collaborate to make work smarter and emotionally intelligent.

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📩 Contact

📧 Email: [email protected] 🐦 Twitter: @amanantuley 🔗 LinkedIn: amanantuley