Open CV Face Matching on Android Device

asked 2018-08-03 07:39:25 -0500

Hello, I am an android developer and i need to work on an application that features an alternative leg of app authentication using face such that instead of typing username and password, a user can decide to sign into the application by scanning his face.

While searching for resources online I was referred to OpenCV. Can I achieve this functionality through Open CV, and if i can, please provide useful links to tutorials, examples and documentation.

Thanks,

Sincerely, Oluwatosin Ayoola.

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Comments

you probably should not write such an app, especially, if you don't have any clue.

berak gravatar imageberak ( 2018-08-03 07:42:39 -0500 )edit

The link to tutorial you can find by yourself - just google "facenet" and read the paper and pick an implementation of your choice (torch, tensorflow, open cv)

holger gravatar imageholger ( 2018-08-03 07:42:41 -0500 )edit

@berak i disagree here - i still have no real clue of linear algebra math or cnn - and i am still able to use pretrained models and detect similar faces :-) . It will come to you once you get into the problem(and ask the opencv forum specific questions). My opinion.

How to say - in germany you would say the whole machine learing stuiff is "hard bread" - but it can be chewed and digested once you start eating ^^ Have a nice day and dont give up, Greetings, Holger

holger gravatar imageholger ( 2018-08-03 07:50:36 -0500 )edit

@holger, yea, point taken.

berak gravatar imageberak ( 2018-08-03 07:55:52 -0500 )edit

Well, I plan on taking the users picture on registration and extracting a base 64 string from the bitmap ... while trying to sign in I want to get another bitmap and compare it with the stored image ... all i need is a guide on how to compare two bitmaps to know if it is the same person else Authentication denied.

Oluwatosin gravatar imageOluwatosin ( 2018-08-03 07:56:56 -0500 )edit
1

@Oluwatosin , again do some research on facenet (it will give you a 128 float vector instead)

berak gravatar imageberak ( 2018-08-03 07:59:53 -0500 )edit
1

thanks @berak will check it out

Oluwatosin gravatar imageOluwatosin ( 2018-08-03 08:01:11 -0500 )edit
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but again, my opinion here is: clueless app-coders should not mess with other folk's security...

berak gravatar imageberak ( 2018-08-03 08:01:56 -0500 )edit

@Oluwatosin listen to berak please - hes nearly always giving the right solutions :-)

holger gravatar imageholger ( 2018-08-03 08:02:20 -0500 )edit

@holger and listening to him means to give up and not work on the project again?

Oluwatosin gravatar imageOluwatosin ( 2018-08-03 08:04:55 -0500 )edit