KittenAuth
12 April 2006 14:05![[personal profile]](https://www.dreamwidth.org/img/silk/identity/user.png){kind=small}
the_eggwhiteThis amuses me.
I reckon I could write something that'd fool it (see below), but it would be processor intensive enough that the people with reasons to need to fool it probably wouldn't want to bother.
How to fool it:
a) MLP using spread-sample colourvalue inputs. Train with feline/non-feline images with correct classifications provided for desired outputs. When presented with new images would categorize into feline/non-feline results.
b) MLP trained using spread-sample colourvalue inputs, Train with feline images only, using input pattern for desired outputs. When presented with new images, feline images would produce an output similar to input, non feline would produce an output very different from input.
c) Kohonen using spread-sample colourvalue inputs trained with a sample of feline images. When presented with subsequent images, error vector would be of lower magnitude for feline images, higher magnitude for non feline.
There are probably easier or more appropriate ways, but these are the ones that leap to my mind.
I reckon I could write something that'd fool it (see below), but it would be processor intensive enough that the people with reasons to need to fool it probably wouldn't want to bother.
How to fool it:
a) MLP using spread-sample colourvalue inputs. Train with feline/non-feline images with correct classifications provided for desired outputs. When presented with new images would categorize into feline/non-feline results.
b) MLP trained using spread-sample colourvalue inputs, Train with feline images only, using input pattern for desired outputs. When presented with new images, feline images would produce an output similar to input, non feline would produce an output very different from input.
c) Kohonen using spread-sample colourvalue inputs trained with a sample of feline images. When presented with subsequent images, error vector would be of lower magnitude for feline images, higher magnitude for non feline.
There are probably easier or more appropriate ways, but these are the ones that leap to my mind.
