Compare face landmark - dlib, caffe, others..

SSD with face-alignment result

Test image size : 720x404

Detector : opencv dnn(caffe import) - resnet-SSD

Landmarker

• caffe: https://github.com/lsy17096535/face-landmark
• caffe_5point: https://github.com/BobLiu20/FacialLandmark_Caffe
  • TCNN: Facial Landmark Detection with Tweaked Convolutional Neural Networks
• caffe_cunjian: https://github.com/cunjian/face_alignment
• dlib: http://dlib.net/face_landmark_detection.py.html
• face-alignment: https://github.com/1adrianb/face-alignment

ocv-dnn : 300x300

Test on Intel i7-6700K & GTX1080.

TO BE ADDED

Test on MacBook pro retina 2014 mid.

TO BE ADDED

• Python 3.6
• OpenCV 3.4.0.14 (option: build from src with highgui)
• scipy
• Dlib 19.13
• pytorch 0.4.0

First, install libs

pip install opencv-contrib-python
pip install torch
pip install dlib
pip install scipy

Second, check run-time for each algorithm.

T.B.A

T.B.A

opencv caffe based dnn (res-ssd)

• https://github.com/opencv/opencv/tree/master/samples/dnn

dlib

• http://dlib.net/