Single-model AI image detection failed in production. Here’s what 6 models in ensemble actually look like
r/artificial
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Open Source AI
AI Research
About a year ago I was running a single open-source AI image detector in production for a fact-checking pipeline. The accuracy on paper was solid, the accuracy on real submitted images was not. The same image classified differently across reruns when I varied preprocessing. Images from generators released after the model’s