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title: Emotion
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short_description: Streamlit template space
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license: apache-2.0
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title: MindSense AI - Emotion Recognition
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emoji: π§
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sdk: streamlit
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sdk_version: 1.31.0
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app_file: app.py
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pinned: true
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license: apache-2.0
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# π§ MindSense AI - Emotion Recognition System
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Real-time emotion recognition using a custom EfficientNet-style CNN trained from scratch.
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## π― Features
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- π 7 emotion detection (angry, disgust, fear, happy, neutral, sad, surprise)
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- π Stress level assessment
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- π₯ Real-time webcam analysis
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- π€ Image upload support
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- π Live analytics dashboard
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## π Model Performance
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- **Accuracy:** 67.62%
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- **Parameters:** 4.32M
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- **Architecture:** Custom EfficientNet-CNN
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- **Dataset:** FER2013 (28,709 training images)
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## β οΈ Disclaimer
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This is a research and educational tool. Not intended for medical diagnosis.
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## π Built With
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- PyTorch
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- Streamlit
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- OpenCV
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- Hugging Face Hub
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