Eye Tracking with Python — Demo GazeTracking

This is a demo of the GazeTracking project. 👀
The library gives you the exact position of the pupils and the gaze's direction, in real time.

It's written in Python and it uses OpenCV and Dlib.

You can freely use, copy, or modify it.

[manuelmorillo]

Thank you so much. I’m doing a research project that includes eye tracking but all library’s so far have been too complex. Your library is easy enough for me to understand with my limited experience. I hope I can use it to do my project ! Thank you so much !

[gimooncho]

Thank you!  it is easy to understand.   By the way, can I ask something? is it possible to track the eyes of many people, too(not one object)? If possible, how can I make it?

[rohitbadjatya]

nice work sir! but I have a question that if we want to match our eye center to our previous store eye center then how will we do template matching in this code ???

[eggventlivestudio]

it say im looking left every time, but never right or center, maybe a calibration issue ?

[jordilagaresroset]

Dear Antoine, I want to ask you some questions, why do you use both libraries, OpenCV and DLIB? Excuse my ignorance, but, are they little equivalents? One of them is who detects the gaze? Or the code that does that, is yours? Thank you.

[kaoutherelhamdi]

Great work !
But I have two problems :
First one, is the sensibility of the algorithme to luminosity how to deal with it?
Second one, is the fact that the algorithme always shows "center" when I'm looking right . why?

[hishamayasrah]

Can I use the code as is on raspberry Pi to control a wheelchair?

[oguzalpsaglam]

Any suggestion to reducing noise? I've created a gaze controlled mouse referencing with your code, using horizontal and vertical ratio. Those values are too noisy, I've implemented a Kalman Filter but that did not helped much.

[mariogarabetov]

Is it possible to determine when we are looking up/down?

[sachinjoseph]

How did you train this model. Which dataset you have used?

[SUNYBOI]

Attribute error: module'dlib'has no attribute 'get_frontal_face_detector'

[navanitkrishkm]

Does this work when the camera is focused only on one eye ?

[andrewbola]

How do i had to your . Away from computer screen whenever you are away?

[themostafizur]

Can anyone help me here?
My uncle is paralyzed for 4 months. He can only moves his eyes . He can't talk but understand everything. He always tries to talk with use but get failed.
So I want to use this software to help him.
Please help me. 😞

[marwabensalah]

Hi antoine i want to use your code in my reaserch project how to cite your reposity ! and can you give me more information of the methpode used
please respond
thanks

[argenisbaez]

i tried you code but it send me errors and i cant download the version it require =(, im using pycharm

[alialaraby]

there are error .. can you help me sir ... the message is

Traceback (most recent call last):
File "F:/GazeTracking-master/gaze_tracking/eye.py", line 4, in <module>
from .pupil import Pupil
ModuleNotFoundError: No module named '__main__.pupil'; '__main__' is not a package

[unijascha]

hi I am really bad in coding etc. Don´t know how to install it can you pls help me?

[peterschieder]

Hi Antoine, great thing what you did here. I downloaded the complete folder from github and tried it too but I got everytime the error message that GazeTracking cannit be import.

Do I have to change anything in the folder structure or anything like that? Are modifications neccesary in the Code? Sorry for that question but I am a rookie in python

[ramyashaun]

Bro i want a documentation of this project