🤖 Semantic Analysis Face

Ye ek Python-based project hai jo real-time mein webcam se face detect karta hai aur emotions ko Positive, Negative, ya Neutral sentiment mein map karta hai.

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✨ Features

• Face Detection: Real-time webcam processing using OpenCV.
• Emotion Recognition: FER library aur MTCNN ka use karke facial expressions detect karna.
• Sentiment Mapping: Emotions (like Happy, Sad, Angry, etc) ko sentiments mein convert karna.

🛠 Tech Stack

• Language: Python 🐍
• Computer Vision: OpenCV (cv2)
• AI/ML Library: FER (Facial Expression Recognition)

🚀 Installation & Usage

1. Project ko Clone karein:

Pehle terminal ya CMD mein ye command chalayein:

git clone [https://github.com/muskangupta65/semantic_analysis_face.git](https://github.com/muskangupta65/semantic_analysis_face.git)
2. Zaruri Libraries install karein:
Is project ko chalane ke liye niche di gayi libraries install karna zaroori hai:

Bash
pip install opencv-python fer tensorflow
3. Code Run karein:
Ab is command se project start karein:

Bash
python semantic_ana_face.py

📝 How it Works
Code webcam open karta hai.

FER detector face detect karke emotions nikaalta hai.

Dictionary mapping ke zariye wo emotion ko Sentiment (Positive/Negative/neutral) mein badal kar screen par dikhata hai.

'Q' dabane par program band ho jata hai.

Developed by: muskangupta65