Detect 468 Face Landmarks in Real-time | OpenCV Python | Computer Vision

In this video, we are going to learn how to detect 468 different landmarks on faces. We will use the model provided by google that runs in real-time on CPU and mobile devices.

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[byxlettera]

Well done as usual. I found it the best way to start with face mesh. Clear and accurate. Thanks

[nmb-u-]

The best tutorial i have seen on this subject, not too long nor too technical, i didn't knew i could inspect a code source by ctrl clicking it, and you have great best practices! thank you :^D

[diegovalentino]

Wow, this tutorial is absolutely awesome! I never thought I could ever learn to do something like this. Thanks!

[mflow]

Pretty cool, I am going to integrate this to my cpp application.

[arunappu]

your videos are very good and have a wide message thank you

[arjunjeeyan]

Mind blowing amazing such thing your supper cool ma'am

[mhsaiyyad]

Extremely excellent video thankyou sir.

[jordanellapin]

Hey! It's quite impressive!

I noticed the framerate can be quite low when you print the positions. So if I wanted get a stream video from a GoPro to send this data for example via OSC to Unity, I think I won't be able to animate a face at a high frame rate. I'm wondering because I currently use the iPhone 11 to animate a face at 60fps it's super fast but you MediaPipe demo has much more information that could be useful for facial motion capture. We may want to have at least 2 separate videos to capture 2 actors in live from a live stream from a GoPro.

Do you have an opinion about that please? Thanks for the video it was really good to understand the process!

[mhsaiyyad]

Great knowledgeable video thankyou sir.

[theprogrammer]

Can we use this to compare faces like for attendance system?

[sakurazzz]

Thank you for your share!I have a problem, what points are about lips, and what point about eyes.Can i find a sequence map about these point corresponding parts?

[muhammadnajamulislam]

AOA Bro
FACE_CONNECTIONS is Replaces by FACEMESH_CONTOURS

[kshema]

Wow, precise lecture. How can we know which number represents which landmark?

[dudeimfake]

Hello sir you are doing great
Try to show us how to remove noise and blur in an image

[CabrioDriving]

Can you adjust settings to interpolate landmarks between frames, so there is no jitter of points of interest on face?

[leoyin]

thank you for your sharing. will you plan to have course about how to run this on web ?

[mohakbajaj]

Sir can we use this to augment faces over landmark positions

[navneetnsit]

Great tutorial as usual. It would be really helpful for users if you could share the code.

[mohamedaitmouali]

thank you for your best explication you are the best how can i know landmarks of each position in the face like eye or mouth

[ruseboy]

Is there anyway of recording and exporting the face mesh data?