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---
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 |