how to build a new model

[hualan]

hi, i've got other datasets, but i don't know how to build model, because eyes landmarks detecting works not good when the eyes is close, thk u!

[TadasBaltrusaitis]

Hi,

It depends on what part of the model you want to retrain. Keep in mind you will need a reasonable amount of well labelled data to perform the training.

To train the models follow the instructions here:
https://github.com/TadasBaltrusaitis/CLM-framework/tree/master/matlab_version/pdm_generation - code for training the Point Distribution Model (PDM)
You can find the patch training code here - https://github.com/TadasBaltrusaitis/CCNF
https://github.com/TadasBaltrusaitis/CLM-framework/tree/master/matlab_version/face_validation - A module for validating face detections (training and inference), it is used for tracking in videos so as to know when reinitialisation is needed

Thanks,
Tadas