Add TFace & Anti-Spoofing models 🎭

[falkaabi]

Description

Can you please add new SOTA models from this repo: https://github.com/Tencent/TFace

It would also be helpful if you can add new functionality for detecting face spoofing or other face attacks.

All of our community much appreciates your efforts in making this repository the go to repo for face recognition tasks 👍🏻

Additional Info

No response

[serengil]

Backbones and pre-trained weights are available at https://github.com/Tencent/TFace/tree/master/recognition

[Raghucharan16]

Did you find a way to implement above tencent library models in face recognition.

[serengil]

Not yet

[tanpham380]

In future will have functionality for detecting face spoofing or other face attacks ? @serengil
I see https://github.com/Tencent/TFace too interesting

[serengil]

Actually I recently added face anti spoofing feature into deepface - https://youtu.be/UiK1aIjOBlQ

But it is not based on TFace

[tanpham380]

yeah I have see it in document... but how it can be option like Model for face recognition?

[serengil]

@tanpham380 yeah that is why this issue is still open

[tanpham380]

:D I like this

[beyonlo]

Hi all!

+1 to implement Anti-Spoofing models from TFace.

I'm not expert in Face Anti-Spoofing, but TFace has an entire section just with Face Secutiry with many Face Anti-Spoofing papers accepted. So, maybe, the Face Anti-Spoofing from the TFace is very secure/strong, and in my opinion it deserves a lot of attention to try integrating with this wonderful DeepFace project.

Thank you in advance!

[aman-vpeace]

The anti spoofing module, which is currently implemented, doesn't detect spoof from an image shown from mobile phone at a certain angle, and has a good screen, for example iPhone 15, S24 Ultra

[Anandesh-Sharma]

+1 to implement that.

[denizomer]

Hello Sefik,
your deepface library is really great. I am currently using it as a web service. However, I did some tests on Deepface's antispoofing feature and as a result, it detected some fake photos as real photos.
This doesn't give me much confidence. Because I'm afraid he'll make the same mistake again. Is there a way to fix this permanently?

Not: I used Deepface.Find function.
@serengil

[melffagundes]

Hello Sefik, Your deep face library is really great. I am currently using it as a web service. However, I did some tests on Deepface's antispoofing feature, and as a result, it detected some fake photos as real photos. This doesn't give me much confidence because I'm afraid he'll make the same mistake again. Is there a way to fix this permanently?

Not: I used Deepface.Find function. @serengil

I had the same problem. It detected a photo as a real photo in once on my tests.

I used Deepface.extract_faces function

@serengil

[auguzsto]

+1