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MaxVision ๐ŸŽฅ๐Ÿ‘๏ธ

MaxVision is a real-time facial recognition system designed for large-scale events like concerts, providing actionable crowd insights and enhancing security measures.

Features

  • Real-Time Facial Recognition: Built with OpenCV and YOLOv5/v8 for accurate audience detection.
  • Optimized Performance: Leveraged CUDA for GPU inference, efficiently processing frames over RTSP streams and reducing false positives by 60%.
  • Interactive Dashboard: Flask-based UI with recognition feedback, real-time analytics, and adaptive security alerts.

Tech Stack

  • Computer Vision: OpenCV, YOLOv5/v8
  • GPU Acceleration: CUDA
  • Backend & UI: Flask
  • Streaming: RTSP

Installation

# Clone the repo
git clone https://github.com/yourusername/MaxVision.git
cd MaxVision

# Create virtual environment
python -m venv venv
source venv/bin/activate  # Linux/Mac
venv\Scripts\activate     # Windows

# Install dependencies
pip install -r requirements.txt

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this repo consist of my learning journey of opencv from basics to prediction model

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