DeepFace: Closing the Gap to Human-Level Performance in Face Verification
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Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#2wow, does anyone apart from facebook and the government actually want facebook to do this? it's pretty terrifying
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#3wow, does anyone apart from facebook and the government actually want facebook to do this? it's pretty terrifying
Not surprisingly, they are called facebook after all...
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#4Great name.
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#5Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#6Great name.
It comes from deep learning, which is all the rage in machine learning since a few years back.
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#7Aren't you really glad now you uploaded all these photos to facebook?
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#8Earlier quoted context omitted.
Not surprisingly, they are called face book after all...
deepfacebook Btw, does this software match faces to people or just draws a rectangle around faces?
It matches your face to your name with 97.25% accuracy, assuming that they have at least 1000 labeled photos of you to start with.
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#9Important to note:
- they still need 1000 labeled samples per identity
- their network can only handle 4000 distinct identities (at 97.25% accuracy) at a time
It's still a very worrying development for online and offline privacy.
Re: DeepFace: Closing the Gap to Human-Level Performance in Face Verification
#10Important to note: - they still need 1000 labeled samples per identity - their network can only handle 4000 distinct identities (at 97.25% accuracy) at a time It's still a very worrying development for online and offline privacy.
Actually no. For one thing, this isn't exactly a stealthy or cheap thing to do. It involves datacenters full of computing resources even for 4000 identies.
I also don't believe it's so much a privacy issue. If I upload pictures to facebook I actually want them to be seen by human beings. The face-recognition only helps with that.
If facebook recognizes me on a picture someplace else, I actually rather want to know about it. I'm not super famous, so unexpected pictures of myself can be more of a bad thing...