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
Detector resize image
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)
dlib