Face masks detection pre-trained model

Hi,
I develop a Jeston to profile my home visitors and check their gender, age and face mask.
Do you have pre-trained models that I can use instead of self train?

Thanks,
Guy

Hi,

Sorry that we don’t have a pretrain model like that.
But you can find some related model in our NGC page:

https://ngc.nvidia.com/catalog/models

Thanks.

Thanks,
Could you please advise what is the best way to create the facemask, age and gender models?
I’m quite stuck at the moment, can I migrage OpenCV features to deepstream?

Regards,
Guy

Hi,

In general, you will need to collect some database for each usecase. Ex. facemask or non-facemask.
And then you can deploy it with deepstream directly.

The workflow is similar like this:
https://docs.nvidia.com/metropolis/deepstream/dev-guide/text/DS_ref_app_deepstream.html

camera → detect face → face mask/gender/age.

Thanks.