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TadasBaltrusaitis / OpenFace

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.
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Use openface with yolo to detect iris #680

Open abdou31 opened 5 years ago

abdou31 commented 5 years ago

Hello , I have try to training my data using yolov3 darkne (library of AlexayAB ) to detect iris in real time (with webcam of smartphone for exemple ) , e.g: https://i.imgur.com/tZemyqp.png

I want to mixed yolo algorithm with Landmark detection ( or Keypoints detection ) to draw points takes the form of the iris after training and detection the iris region with yolo . I ask is it possible to do that? How to do that with openface?

Thanks,

TadasBaltrusaitis commented 5 years ago

If you have access to the entire face image you can use OpenFace directly to detect iris landmarks. However, if you only have the close up images of eyes, you would need a reasonable amount of work to adapt the eye region landmark detectors from OpenFace to detect iris landmarks. It is possible, but requires some work.

abdou31 commented 5 years ago

So , My question here , OpenFace using training to get resultats ? what algorithm used for training ? ( Yolo , R-CNN ,Fast R-CNN...)?

TadasBaltrusaitis commented 5 years ago

OpenFace uses a number of algorithms for inference of landmarks and expressions. The best description is in the following paper: https://ieeexplore.ieee.org/document/8373812

abdou31 commented 5 years ago

this documents is not free

TadasBaltrusaitis commented 5 years ago

You can also find the paper here - https://www.dropbox.com/s/ki1inrjcjbwm24j/FG2018_camera_ready.pdf?dl=0

abdou31 commented 5 years ago

Thanks