README.md

metadata

title: MindSense AI - Emotion Recognition
emoji: 🧠
colorFrom: purple
colorTo: pink
sdk: streamlit
sdk_version: 1.50.0
app_file: app.py
pinned: true
license: apache-2.0

🧠 MindSense AI - Emotion Recognition System

Real-time emotion recognition using a custom EfficientNet-style CNN trained from scratch.

🎯 Features

• 🎭 7 emotion detection (angry, disgust, fear, happy, neutral, sad, surprise)
• 📊 Stress level assessment
• 🎥 Real-time webcam analysis
• 📤 Image upload support
• 📈 Live analytics dashboard

📊 Model Performance

• Accuracy: 67.62%
• Parameters: 4.32M
• Architecture: Custom EfficientNet-CNN
• Dataset: FER2013 (28,709 training images)

⚠️ Disclaimer

This is a research and educational tool. Not intended for medical diagnosis.

🚀 Built With

• PyTorch
• Streamlit
• OpenCV
• Hugging Face Hub