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securifai / masked_faces

We propose a method for enhancing data sets containing faces without masks by creating synthetic masks and overlaying them on faces in the original images.
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About Spark AR Studio #3

Open Deepseabro opened 2 years ago

Deepseabro commented 2 years ago

Thank you very much for your work!

I noticed that you mentioned in your paper the use of Spark AR Studio to create face datasets.

I'd like to know the details of what you've done with Spark AR Studio.

Thank you very much!

tudor-mare commented 2 years ago

Hello!

We are glad that you are interested in our work!

SparkAR first recognizes faces and then using regression it predicts a 3D face model that covers the faces in the input image. We prepared 2d mask textures which, using SparkAR, are mapped over the 3D face model before mentioned. Using the 2d mask's alpha channel only the mask appears over the face in the input image.

Using a green screen we then capture the output image.

If there are other questions, feel free to ask, Have a good day

mmdalix commented 7 months ago

Can you please explain how did you batch export the applied face mask for all pics in dataset ?