I want to contribute a code for facial landmark detection and head pose estimation to opencv

asked 2018-06-05 04:17:52 -0500

Hello community,

I have worked on facial landmark detection and head pose estimation, and have a working solution for it. I want it to be a part of open source community i.e. opencv.

Method used is supervised in nature (more particularly cascade of linear regressors). During training, I used some fast algebra library (armadillo on top of lapack and blas) for faster calculation of least squares. I used ibug-300 faces in the wild dataset (which consist of AFW, LFPW, HELEN, ibug databases) for training, and model seems to be performing fairly well.

Now, I have a trained model, and I can run the code without any external dependency apart from opencv. So, can I make it as a part of opencv community (I am referring to only detection part using pre-trained model that I trained, not training part) ??

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Comments

oh, that's nice. maybe you could try to add it here ? (have a look at the face module, which already has similar implementations)

https://github.com/opencv/opencv/wiki...

just out of curiosity:

how large is the model ? would it be possible to reuse existing code ? do you have a github repo, we can look at ?

berak gravatar imageberak ( 2018-06-05 04:57:34 -0500 )edit
2

Hi, Thanks for the info. I do not have any git repo yet, but I am planning to make one. Model file is around 80 Mb.

vijay bhardwaj gravatar imagevijay bhardwaj ( 2018-06-05 07:18:47 -0500 )edit
1

please do so. (you need some github skills for this anyway...)

and keep a close eye on the face module (tests, coding style, etc.)

berak gravatar imageberak ( 2018-06-05 07:46:04 -0500 )edit

any updates ?

berak gravatar imageberak ( 2018-06-07 00:41:44 -0500 )edit
1

Hi berak, I made a git repo that contains an executable and source code for the same. Check it out and let me know your feedback.

vijay bhardwaj gravatar imagevijay bhardwaj ( 2018-06-08 02:56:55 -0500 )edit

that's cool !

made a little writeup there, have a look, please.

berak gravatar imageberak ( 2018-06-08 09:27:50 -0500 )edit