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A Python library for face-aware frame tracking like Apple Center Stage

Project description

🎥 StageCam

AI-powered face-tracking camera framing for Python projects


🚀 Use Cases

StageCam is built for:

  • 💻 Virtual meetings – Auto-center your face even if you move
  • 🤖 Robotics/Embedded Vision – Add camera intelligence to your bots
  • 🎬 Livestreams & Screen Recording – Look pro with automatic framing
  • 🧠 Python Apps – Integrate real-time face tracking with ease

✨ Features

  • 🧠 MediaPipe-based Face Detection (lightweight & accurate)
  • 🎯 Smooth Pan & Zoom – No jerky motion
  • 👥 Multi-face Adaptive Framing
  • 🪞 Lateral Inversion – Just like standard webcams
  • 🧩 Modular API – Import and customize as needed

📦 Installation

pip install git+https://github.com/K-Rutuparna1087/StageCam.git

Dependencies (auto-installed):

  • opencv-python
  • mediapipe
  • numpy

⚡ Quick Usage

import stagecam

stagecam.show()

Optional Parameters:

stagecam.show(
    camera_index=0,
    detection_confidence=0.6,
    zoom_factor=2.5
)

🖼️ Compare: Original vs StageCam Feed

import cv2
import stagecam

cap = cv2.VideoCapture(0)
stagecam_feed = stagecam.get_stagecam_feed(camera_index=0)

while True:
    ret, original = cap.read()
    staged = stagecam_feed(original.copy())
    combined = cv2.hconcat([original, staged])
    cv2.imshow("Original (left) | StageCam (right)", combined)
    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

🔧 Build Your Own System

Import core components and customize:

from stagecam import FaceTracker, FrameTransformer

🛣️ Roadmap

  • 📷 Virtual Webcam Output (via v4l2loopback / OBS)
  • 🖱️ GUI toggle controls
  • 📦 PyPI publishing (pip install stagecam)
  • 📱 Mobile-friendly version (future goal)

👤 Author

Made with ❤️ by K Rutuparna 🔧 Mechatronics Engineer | 🤖 Robotics + AI Vision Enthusiast 🌐 GitHub: K-Rutuparna1087


⚖️ License

MIT License – Free to use, modify, and distribute.


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