/ESR

Explicit Shape Regression

Primary LanguageC++

ESR

C++ implementation of Explicit Shape Regression(ESR) algorithm.

Dataset

We use LFPW dataset to train and test the model. Please download the data from here and decompress it under the data folder.

Pre-trained Model

Please download the pre-trained model for the LFPW dataset and put it under the data folder here.

Dependencies

  • OpenCV2

How to build and Run

#open directory
cd PATH_TO_DIRECTORY

#build project
make all

#training ESR model
./ESRTrain

#testing ESR model
./ESRTest

##References

Cao X, Wei Y, Wen F, et al. Face alignment by explicit shape regression[J]. International Journal of Computer Vision, 2014, 107(2): 177-190.

Dollár P, Welinder P, Perona P. Cascaded pose regression[C]//Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on. IEEE, 2010: 1078-1085.