Face Recognition Package

A Python package for face detection and recognition in images and videos.

Installation

Basic Installation

pip install face_recognition_pkg

Hardware-specific Installation

For CPU-only environments:

pip install face_recognition_pkg[cpu]

For GPU-accelerated environments:

pip install face_recognition_pkg[gpu]

Usage

Face Detection

from src.model_face_detection.face_model import FaceDetection

# Initialize face detection
face_object = FaceDetection()

# Process a video
face_object.process_video(
    source_video_path="path/to/video.mp4", 
    target_video_path="path/to/output.mp4"
)

Image Indexing and Retrieval

from src.indexing.index import ImageRetriever

# Initialize image retriever with a dataset
retriever = ImageRetriever(path_to_dataset_with_images="path/to/faces/dataset")

# Search for similar faces

Features

• Face detection in images and videos
• Face recognition using FAISS index (supports both CPU and GPU)
• Batch processing of videos
• Customizable detection parameters

License

MIT