Not really. Such a system would be evaluating the whole context and not solely profiling the person. What the person is doing (delivering parcel vs cutting a chain link fence) is not a part of their personality or profile. How much danger they’re posing in the moment also isn’t, and so on.
Arguably, an AI security system with great objective understanding of the unfolding circumstances would be a lot better than one profiling people passing by and raising an alarm each time a person that looks a certain way walks by.
It’s just that simple CV-based classification, perhaps trained with unsupervised learning, is easier in AI than observing a chain of actions. The labelled data set is usually accessible from police orgs if you want to simply train an AI to look at people and judge them based on visual traits. By the EU saying “this easy way is not good enough”, it is encouraging technological development in a way. Develop a system that’s more objective than visual profiling, and the market is yours.
Arguably, an AI security system with great objective understanding of the unfolding circumstances would be a lot better than one profiling people passing by and raising an alarm each time a person that looks a certain way walks by.
It’s just that simple CV-based classification, perhaps trained with unsupervised learning, is easier in AI than observing a chain of actions. The labelled data set is usually accessible from police orgs if you want to simply train an AI to look at people and judge them based on visual traits. By the EU saying “this easy way is not good enough”, it is encouraging technological development in a way. Develop a system that’s more objective than visual profiling, and the market is yours.