Replying to Avatar Rizful.com

Right. But FYI, you don't need microsoft's service, you can roll your own with open source models that will return a confidence score between 0 and 1. And a lot of those models are totally open source -- https://huggingface.co/docs/transformers/en/tasks/image_classification They are just classification models which return a value between 0 and 1. And they're pretty fast & efficient since Google and other have been fighting this issue for 20+ years and have developed very good and efficient models. (Which work 99.5% of the time. I think it's impossible to get to 100%).

We use one of these models.

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Right. That's what I thought. And it works for you, right? You've been able to measure the benefits in terms of fewer complaints or something?

Yes, easier and quicker to identify, less we have to do. We still use PhotoDNA for their hashes, but is the best solution so far.