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facial-intellect's Introduction

Facial Intellect

FacialIntellect is a Python library that incorporates deep learning models from the dlib and OpenCV libraries for facial recognition tasks. It provides functionalities for face detection, facial landmark detection, and face recognition.

Features

  • Face detection using Haar Cascade classifier or deep learning-based models.
  • Facial landmark detection for identifying key points on faces.
  • Face recognition using deep learning-based models for recognizing faces and comparing them against a database.

Usage

from src.detector import FaceDetector
from src.recognizer import FaceRecognizer
from src.config_parser import ConfigParser

Initialize the ConfigParser to access configuration parameters:

config = ConfigParser('config/config.ini')
shape_predictor_path = config.get_shape_predictor_path()
face_detection_model_path = config.get_face_detection_model_path()

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