https://github.com/ayushdutta-ai/face-recognition-model

A custom face recognition model built from scratch using Python, OpenCV, Pillow, and Face libraries, utilizing LBPH for efficient facial feature extraction and accurate identification.
https://github.com/ayushdutta-ai/face-recognition-model

face haar-cascade lbph-face-recognizer numpy opencv pillow

Last synced: about 2 months ago
JSON representation

A custom face recognition model built from scratch using Python, OpenCV, Pillow, and Face libraries, utilizing LBPH for efficient facial feature extraction and accurate identification.

• Host: GitHub
• URL: https://github.com/ayushdutta-ai/face-recognition-model
• Owner: AyushDutta-AI
• Created: 2024-08-31T00:37:22.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-08-31T00:47:07.000Z (4 months ago)
• Last Synced: 2024-11-02T22:29:39.436Z (2 months ago)
• Topics: face, haar-cascade, lbph-face-recognizer, numpy, opencv, pillow
• Language: Python
• Homepage:
• Size: 597 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Face Recognition Model

A custom face recognition model built from scratch using Python, OpenCV, Pillow, Face, and LBPH (Local Binary Patterns Histograms) for accurate facial recognition and identification.

## Features

- **Face Detection**: Utilizes OpenCV's Haar Cascades for detecting faces in images and video.

- **Face Recognition**: Implements LBPH for extracting facial features and recognizing individuals.

- **Image Processing**: Uses Pillow and OpenCV for image preprocessing, resizing, and format conversion.