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Face Detection and Recognition System

A real-time face recognition system using OpenCV and a deep learning model.

Features

  • Detect faces in real-time using webcam
  • Recognize known faces using a trained model
  • Collect new data for training
  • Save and load models

Installation

  1. Install Python 3.x
  2. Install required packages:
pip install opencv-python numpy tensorflow

Project Structure

What's inside the repo? What does each file/folder do? markdown

Project Structure

  • collect_data.py: Collect face images
  • consolidated_data.py: Prepare data & train model
  • recognize.py: Recognize faces from webcam
  • final_model.h5: Trained model

Technologies Used

Built With
- Python
- OpenCV
- TensorFlow / Keras

Author

Deepak Maharana
📧 deepakmaharana3500@gmail.com
🔗 LinkedIn

About

A Python-based face detection system using OpenCV and Haar Cascade classifiers, designed for real-time facial recognition in images and video streams.

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