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OlafenwaMoses / ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
https://www.genxr.co/#products
MIT License
8.56k stars 2.19k forks source link

Face Liveness detection #467

Open nbhupendra opened 4 years ago

nbhupendra commented 4 years ago

Can we do Liveness Detection using this?

nbhupendra commented 4 years ago

@OlafenwaMoses @rola93

rola93 commented 4 years ago

can you describe your problem a little more? thanks

nbhupendra commented 4 years ago

@rola93 want to identify if the picture taken from photo of photo or photo of a video. So basically need to check while person photo clicked from camera is actually live photo of Face.

rola93 commented 4 years ago

so do you want to distinguish between a live photo/video of a real face from a photo of a picture?

I think it may work, this can be seen as an image classification problem. You will need a corpus of images for both cases.

This won't be perfect, consider it'll fail. I'm not even sure if this is the bes solution.

If your application is not critical, go ahead with ImageAI, other case, you should read a little more on this before choosing the right path.