Compare untrained new faces from photos with multiple faces

Thanks so much for your work and I have 2 questions.

1. Is the face recognition applicable to compare untrained faces? Or should I train the new faces before recognition?
2. If my use case is to compare one untrained target face with thousands of photos (with multiple faces in one photo), is there an established logic to do so?