Malerhände

Features

Face detection

• deepface
  • dlib
  • mtcnn
  • mediapipe
  • opencv
  • retinaface
  • ssd
  • yolov8
  • yunet
• insightface (also reimplemnted by deepface retinaface, but taht is worse)

Only insightface does properly report the face landmarks. It's also the best performing so we use that.

This topic is described in paper_humanities_wenzelfacedetection.

Face comparison features

• VGG-Face
• Facenet
• Facenet512
• OpenFace
• DeepFace
• DeepID
• ArcFace
• Dlib
• SFace
• GhostFaceNet

Other comparison features

• ccv
• lbp
• lpips