They made a facial recognition tool available to law enforcement and in the marketing it says "requires no machine learning expertise to use" then I think it's fair to look at any value of the threshold parameter they make available. Especially a parameter that, by changing it, will give you the answer you want more often.
I'm deeply troubled by the text I've seen here implying this threshold is some accuracy percentage or positive predictive value percentage. Unless God is working behind the scenes at AWS they can't make any claim about the accuracy of the model on an as yet unseen population of images.
That's even before getting to the more esoteric map vs territory concerns like identical twins, altered images, adversarial makeup and masks, etc.
I'm deeply troubled by the text I've seen here implying this threshold is some accuracy percentage or positive predictive value percentage. Unless God is working behind the scenes at AWS they can't make any claim about the accuracy of the model on an as yet unseen population of images.
That's even before getting to the more esoteric map vs territory concerns like identical twins, altered images, adversarial makeup and masks, etc.