deepinsight / insightface

State-of-the-art 2D and 3D Face Analysis Project
https://insightface.ai
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Add models for Recognition with Face Masks #1252

Open deimsdeutsch opened 3 years ago

deimsdeutsch commented 3 years ago

Can you add this todo list ?

MathieuMart commented 3 years ago

Hi, Have you seen this : https://github.com/deepinsight/insightface/tree/master/RetinaFaceAntiCov ?

eesaeedkarimi commented 3 years ago

Hi, Have you seen this : https://github.com/deepinsight/insightface/tree/master/RetinaFaceAntiCov ?

That is a face detection model, but @deimsdeutsch needs a face "recognition" model.

ashuezy commented 3 years ago

As far as i know NEC and other companies are already providing full suite of solutions for recognition with Masks.

mlourencoeb commented 3 years ago

I bet NEC with thousands of R&D engineers is already doing it and you can also do it yourself instead of asking the authors to do it for you.

ashuezy commented 3 years ago

We can do it. Not asking the authors.

If the authors are willing to share their knowledge we might be able to train and share models. Otherwise there is no point of open source community.

Asking that to put in to-do list means an important thing which should be added.

mlourencoeb commented 3 years ago

I am willing to collaborate with you guys in that effort if the models are open source.

Most threads here are just to ask stuff and almost none is to give. Sorry my misunderstanding @ashuezy

borhanMorphy commented 3 years ago

Are there any updates about this issue ? One article i came across suggests data augmentation using facial landmarks: https://broutonlab.com/blog/how-facial-recognition-works-with-face-masks

alicera commented 3 years ago

Do you have the RetinaFaceAntiCov paper?

ashuezy commented 3 years ago

Accuracy is very bad with people wearing masks.

deeperlearner commented 1 month ago

Anyone has ideas about improving masked face recognition accuracy?