README.md

---
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