FaceEmbeddingsRecognitionPlugin

The FaceEmbeddingsRecognitionPlugin is a plugin designed for recognizing and managing face embeddings.

It uses face_recognition to extract face embeddings and integrates with ovos-chromadb-embeddings-plugin for storing and retrieving voice embeddings.

Features

• Face Embeddings Extraction: Converts images into face embeddings using the face_recognition library.
• Face Data Storage: Stores and retrieves face embeddings using ChromaEmbeddingsDB.
• Face Data Management: Provides methods to add, query, and delete face embeddings associated with user IDs.

Note: face_recognition also requires dlib, which may require additional setup. Please refer to the face_recognition installation instructions for detailed steps.

Usage

Here is a quick example of how to use the FaceEmbeddingsRecognitionPlugin:

from ovos_face_embeddings import FaceEmbeddingsRecognitionPlugin
from ovos_chromadb_embeddings import ChromaEmbeddingsDB

db = ChromaEmbeddingsDB("./face_db")
f = FaceEmbeddingsRecognitionPlugin(db)

a = "/home/miro/PycharmProjects/ovos-user-id/a1.jpg"
a2 = "/home/miro/PycharmProjects/ovos-user-id/a2.jpg"
b = "/home/miro/PycharmProjects/ovos-user-id/b.jpg"

import face_recognition # helper to load from file easily
e1 = face_recognition.load_image_file(a)
e2 = face_recognition.load_image_file(a2)
b = face_recognition.load_image_file(b)

f.add_face("arnold", e1)
f.add_face("silvester", b)
print(f.query(e1))
print(f.query(e2))
print(f.query(b))